default search action
Google
Google Scholar
Semantic Scholar
Internet Archive Scholar
CiteSeerX
ORCIDBibTeX records: Michael Elad
@article{DBLP:journals/pami/BelhasinRFRE24,
author = {Omer Belhasin and
Yaniv Romano and
Daniel Freedman and
Ehud Rivlin and
Michael Elad},
title = {Principal Uncertainty Quantification With Spatial Correlation for
Image Restoration Problems},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {46},
number = {5},
pages = {3321--3333},
year = {2024},
url = {https://doi.org/10.1109/TPAMI.2023.3343031},
doi = {10.1109/TPAMI.2023.3343031},
timestamp = {Mon, 15 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pami/BelhasinRFRE24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/KawarEME24,
author = {Bahjat Kawar and
Noam Elata and
Tomer Michaeli and
Michael Elad},
title = {GSURE-Based Diffusion Model Training with Corrupted Data},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=BRl7fqMwaJ},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/KawarEME24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/BenitaEK24,
author = {Roi Benita and
Michael Elad and
Joseph Keshet},
title = {DiffAR: Denoising Diffusion Autoregressive Model for Raw Speech Waveform
Generation},
booktitle = {The Twelfth International Conference on Learning Representations,
{ICLR} 2024, Vienna, Austria, May 7-11, 2024},
publisher = {OpenReview.net},
year = {2024},
url = {https://openreview.net/forum?id=GTk0AdOYLq},
timestamp = {Wed, 07 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/BenitaEK24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/OhayonME24,
author = {Guy Ohayon and
Tomer Michaeli and
Michael Elad},
title = {The Perception-Robustness Tradeoff in Deterministic Image Restoration},
booktitle = {Forty-first International Conference on Machine Learning, {ICML} 2024,
Vienna, Austria, July 21-27, 2024},
publisher = {OpenReview.net},
year = {2024},
url = {https://openreview.net/forum?id=jQA5iutPzd},
timestamp = {Mon, 02 Sep 2024 16:45:29 +0200},
biburl = {https://dblp.org/rec/conf/icml/OhayonME24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/RingelCFER24,
author = {Liran Ringel and
Regev Cohen and
Daniel Freedman and
Michael Elad and
Yaniv Romano},
title = {Early Time Classification with Accumulated Accuracy Gap Control},
booktitle = {Forty-first International Conference on Machine Learning, {ICML} 2024,
Vienna, Austria, July 21-27, 2024},
publisher = {OpenReview.net},
year = {2024},
url = {https://openreview.net/forum?id=0b7txvPYlr},
timestamp = {Mon, 02 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/RingelCFER24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wacv/GanzE24,
author = {Roy Ganz and
Michael Elad},
title = {{CLIPAG:} Towards Generator-Free Text-to-Image Generation},
booktitle = {{IEEE/CVF} Winter Conference on Applications of Computer Vision, {WACV}
2024, Waikoloa, HI, USA, January 3-8, 2024},
pages = {3831--3841},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/WACV57701.2024.00380},
doi = {10.1109/WACV57701.2024.00380},
timestamp = {Wed, 17 Apr 2024 07:41:22 +0200},
biburl = {https://dblp.org/rec/conf/wacv/GanzE24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wacv/ElataKME24,
author = {Noam Elata and
Bahjat Kawar and
Tomer Michaeli and
Michael Elad},
title = {Nested Diffusion Processes for Anytime Image Generation},
booktitle = {{IEEE/CVF} Winter Conference on Applications of Computer Vision, {WACV}
2024, Waikoloa, HI, USA, January 3-8, 2024},
pages = {4995--5004},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/WACV57701.2024.00493},
doi = {10.1109/WACV57701.2024.00493},
timestamp = {Wed, 17 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/wacv/ElataKME24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wacv/Bar-ShalomLE24,
author = {Guy Bar{-}Shalom and
George Leifman and
Michael Elad},
title = {Weakly-Supervised Representation Learning for Video Alignment and
Analysis},
booktitle = {{IEEE/CVF} Winter Conference on Applications of Computer Vision, {WACV}
2024, Waikoloa, HI, USA, January 3-8, 2024},
pages = {6895--6904},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/WACV57701.2024.00676},
doi = {10.1109/WACV57701.2024.00676},
timestamp = {Wed, 17 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/wacv/Bar-ShalomLE24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-00857,
author = {Liran Ringel and
Regev Cohen and
Daniel Freedman and
Michael Elad and
Yaniv Romano},
title = {Early Time Classification with Accumulated Accuracy Gap Control},
journal = {CoRR},
volume = {abs/2402.00857},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.00857},
doi = {10.48550/ARXIV.2402.00857},
eprinttype = {arXiv},
eprint = {2402.00857},
timestamp = {Fri, 09 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-00857.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2405-11566,
author = {Omer Belhasin and
Idan Kligvasser and
George Leifman and
Regev Cohen and
Erin Rainaldi and
Li{-}Fang Cheng and
Nishant Verma and
Paul Varghese and
Ehud Rivlin and
Michael Elad},
title = {Uncertainty-Aware {PPG-2-ECG} for Enhanced Cardiovascular Diagnosis
using Diffusion Models},
journal = {CoRR},
volume = {abs/2405.11566},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2405.11566},
doi = {10.48550/ARXIV.2405.11566},
eprinttype = {arXiv},
eprint = {2405.11566},
timestamp = {Wed, 12 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2405-11566.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2405-13805,
author = {Guy Ohayon and
Michael Elad and
Tomer Michaeli},
title = {Perceptual Fairness in Image Restoration},
journal = {CoRR},
volume = {abs/2405.13805},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2405.13805},
doi = {10.48550/ARXIV.2405.13805},
eprinttype = {arXiv},
eprint = {2405.13805},
timestamp = {Mon, 24 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2405-13805.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2405-16260,
author = {Shelly Golan and
Roy Ganz and
Michael Elad},
title = {Enhancing Consistency-Based Image Generation via Adversarialy-Trained
Classification and Energy-Based Discrimination},
journal = {CoRR},
volume = {abs/2405.16260},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2405.16260},
doi = {10.48550/ARXIV.2405.16260},
eprinttype = {arXiv},
eprint = {2405.16260},
timestamp = {Tue, 18 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2405-16260.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2407-08256,
author = {Noam Elata and
Tomer Michaeli and
Michael Elad},
title = {Adaptive Compressed Sensing with Diffusion-Based Posterior Sampling},
journal = {CoRR},
volume = {abs/2407.08256},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2407.08256},
doi = {10.48550/ARXIV.2407.08256},
eprinttype = {arXiv},
eprint = {2407.08256},
timestamp = {Sat, 24 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2407-08256.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2407-09896,
author = {Noam Elata and
Tomer Michaeli and
Michael Elad},
title = {Zero-Shot Image Compression with Diffusion-Based Posterior Sampling},
journal = {CoRR},
volume = {abs/2407.09896},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2407.09896},
doi = {10.48550/ARXIV.2407.09896},
eprinttype = {arXiv},
eprint = {2407.09896},
timestamp = {Thu, 15 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2407-09896.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2407-15153,
author = {Idan Kligvasser and
Regev Cohen and
George Leifman and
Ehud Rivlin and
Michael Elad},
title = {Anchored Diffusion for Video Face Reenactment},
journal = {CoRR},
volume = {abs/2407.15153},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2407.15153},
doi = {10.48550/ARXIV.2407.15153},
eprinttype = {arXiv},
eprint = {2407.15153},
timestamp = {Mon, 19 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2407-15153.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/siamis/EladKV23,
author = {Michael Elad and
Bahjat Kawar and
Gregory Vaksman},
title = {Image Denoising: The Deep Learning Revolution and Beyond - {A} Survey
Paper},
journal = {{SIAM} J. Imaging Sci.},
volume = {16},
number = {3},
pages = {1594--1654},
year = {2023},
url = {https://doi.org/10.1137/23m1545859},
doi = {10.1137/23M1545859},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/siamis/EladKV23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/GanzE23,
author = {Roy Ganz and
Michael Elad},
title = {BIGRoC: Boosting Image Generation via a Robust Classifier},
journal = {Trans. Mach. Learn. Res.},
volume = {2023},
year = {2023},
url = {https://openreview.net/forum?id=y7RGNXhGSR},
timestamp = {Thu, 18 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/GanzE23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/KawarGE23,
author = {Bahjat Kawar and
Roy Ganz and
Michael Elad},
title = {Enhancing Diffusion-Based Image Synthesis with Robust Classifier Guidance},
journal = {Trans. Mach. Learn. Res.},
volume = {2023},
year = {2023},
url = {https://openreview.net/forum?id=tEVpz2xJWX},
timestamp = {Thu, 18 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/KawarGE23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/ManOAE23,
author = {Sean Man and
Guy Ohayon and
Theo Adrai and
Michael Elad},
title = {High-Perceptual Quality {JPEG} Decoding via Posterior Sampling},
booktitle = {{IEEE/CVF} Conference on Computer Vision and Pattern Recognition,
{CVPR} 2023 - Workshops, Vancouver, BC, Canada, June 17-24, 2023},
pages = {1272--1282},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/CVPRW59228.2023.00134},
doi = {10.1109/CVPRW59228.2023.00134},
timestamp = {Wed, 23 Aug 2023 16:23:26 +0200},
biburl = {https://dblp.org/rec/conf/cvpr/ManOAE23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/VaksmanE23,
author = {Gregory Vaksman and
Michael Elad},
title = {PatchCraft Self-Supervised Training for Correlated Image Denoising},
booktitle = {{IEEE/CVF} Conference on Computer Vision and Pattern Recognition,
{CVPR} 2023, Vancouver, BC, Canada, June 17-24, 2023},
pages = {5795--5804},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/CVPR52729.2023.00561},
doi = {10.1109/CVPR52729.2023.00561},
timestamp = {Mon, 28 Aug 2023 16:14:07 +0200},
biburl = {https://dblp.org/rec/conf/cvpr/VaksmanE23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccvw/KligvasserLGRE23,
author = {Idan Kligvasser and
George Leifman and
Roman Goldenberg and
Ehud Rivlin and
Michael Elad},
title = {Semi-supervised Quality Evaluation of Colonoscopy Procedures},
booktitle = {{IEEE/CVF} International Conference on Computer Vision, {ICCV} 2023
- Workshops, Paris, France, October 2-6, 2023},
pages = {2347--2355},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICCVW60793.2023.00249},
doi = {10.1109/ICCVW60793.2023.00249},
timestamp = {Wed, 10 Jan 2024 14:20:12 +0100},
biburl = {https://dblp.org/rec/conf/iccvw/KligvasserLGRE23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccvw/ToremRSE23,
author = {Nadav Torem and
Roi Ronen and
Yoav Y. Schechner and
Michael Elad},
title = {Complex-Valued Retrievals From Noisy Images Using Diffusion Models},
booktitle = {{IEEE/CVF} International Conference on Computer Vision, {ICCV} 2023
- Workshops, Paris, France, October 2-6, 2023},
pages = {3812--3822},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICCVW60793.2023.00412},
doi = {10.1109/ICCVW60793.2023.00412},
timestamp = {Wed, 10 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iccvw/ToremRSE23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/GanzKE23,
author = {Roy Ganz and
Bahjat Kawar and
Michael Elad},
editor = {Andreas Krause and
Emma Brunskill and
Kyunghyun Cho and
Barbara Engelhardt and
Sivan Sabato and
Jonathan Scarlett},
title = {Do Perceptually Aligned Gradients Imply Robustness?},
booktitle = {International Conference on Machine Learning, {ICML} 2023, 23-29 July
2023, Honolulu, Hawaii, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {202},
pages = {10628--10648},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v202/ganz23a.html},
timestamp = {Mon, 28 Aug 2023 17:23:08 +0200},
biburl = {https://dblp.org/rec/conf/icml/GanzKE23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/OhayonAEM23,
author = {Guy Ohayon and
Theo Joseph Adrai and
Michael Elad and
Tomer Michaeli},
editor = {Andreas Krause and
Emma Brunskill and
Kyunghyun Cho and
Barbara Engelhardt and
Sivan Sabato and
Jonathan Scarlett},
title = {Reasons for the Superiority of Stochastic Estimators over Deterministic
Ones: Robustness, Consistency and Perceptual Quality},
booktitle = {International Conference on Machine Learning, {ICML} 2023, 23-29 July
2023, Honolulu, Hawaii, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {202},
pages = {26474--26494},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v202/ohayon23a.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/OhayonAEM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/LeifmanKGRE23,
author = {George Leifman and
Idan Kligvasser and
Roman Goldenberg and
Ehud Rivlin and
Michael Elad},
editor = {Sharib Ali and
Fons van der Sommen and
Maureen van Eijnatten and
Bartlomiej W. Papiez and
Yueming Jin and
Iris Kolenbrander},
title = {Colonoscopy Coverage Revisited: Identifying Scanning Gaps in Real-Time},
booktitle = {Cancer Prevention Through Early Detection - Second International Workshop,
CaPTion 2023, Held in Conjunction with {MICCAI} 2023, Vancouver, BC,
Canada, October 12, 2023, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {14295},
pages = {107--118},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-45350-2\_9},
doi = {10.1007/978-3-031-45350-2\_9},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/miccai/LeifmanKGRE23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/SridharEMRF23,
author = {Niranjan Sridhar and
Michael Elad and
Carson McNeil and
Ehud Rivlin and
Daniel Freedman},
editor = {Anirban Mukhopadhyay and
Ilkay {\"{O}}ks{\"{u}}z and
Sandy Engelhardt and
Dajiang Zhu and
Yixuan Yuan},
title = {Diffusion Models for Generative Histopathology},
booktitle = {Deep Generative Models - Third {MICCAI} Workshop, {DGM4MICCAI} 2023,
Held in Conjunction with {MICCAI} 2023, Vancouver, BC, Canada, October
8, 2023, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {14533},
pages = {154--163},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-53767-7\_15},
doi = {10.1007/978-3-031-53767-7\_15},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/miccai/SridharEMRF23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/AdraiOEM23,
author = {Theo Adrai and
Guy Ohayon and
Michael Elad and
Tomer Michaeli},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {Deep Optimal Transport: {A} Practical Algorithm for Photo-realistic
Image Restoration},
booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference
on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans,
LA, USA, December 10 - 16, 2023},
year = {2023},
url = {http://papers.nips.cc/paper\_files/paper/2023/hash/c281c5a17ad2e55e1ac1ca825071f991-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/AdraiOEM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/tml4h/KutielCEFR23,
author = {Gilad Kutiel and
Regev Cohen and
Michael Elad and
Daniel Freedman and
Ehud Rivlin},
editor = {Hao Chen and
Luyang Luo},
title = {Conformal Prediction Masks: Visualizing Uncertainty in Medical Imaging},
booktitle = {Trustworthy Machine Learning for Healthcare - First International
Workshop, {TML4H} 2023, Virtual Event, May 4, 2023, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {13932},
pages = {163--176},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-39539-0\_14},
doi = {10.1007/978-3-031-39539-0\_14},
timestamp = {Sat, 12 Aug 2023 19:37:56 +0200},
biburl = {https://dblp.org/rec/conf/tml4h/KutielCEFR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2301-03362,
author = {Michael Elad and
Bahjat Kawar and
Gregory Vaksman},
title = {Image Denoising: The Deep Learning Revolution and Beyond - {A} Survey
Paper -},
journal = {CoRR},
volume = {abs/2301.03362},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2301.03362},
doi = {10.48550/ARXIV.2301.03362},
eprinttype = {arXiv},
eprint = {2301.03362},
timestamp = {Tue, 10 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2301-03362.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2302-04064,
author = {Guy Bar{-}Shalom and
George Leifman and
Michael Elad and
Ehud Rivlin},
title = {Weakly-supervised Representation Learning for Video Alignment and
Analysis},
journal = {CoRR},
volume = {abs/2302.04064},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2302.04064},
doi = {10.48550/ARXIV.2302.04064},
eprinttype = {arXiv},
eprint = {2302.04064},
timestamp = {Fri, 10 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2302-04064.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2303-15409,
author = {Tsachi Blau and
Roy Ganz and
Chaim Baskin and
Michael Elad and
Alexander M. Bronstein},
title = {Classifier Robustness Enhancement Via Test-Time Transformation},
journal = {CoRR},
volume = {abs/2303.15409},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2303.15409},
doi = {10.48550/ARXIV.2303.15409},
eprinttype = {arXiv},
eprint = {2303.15409},
timestamp = {Fri, 14 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2303-15409.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-10026,
author = {George Leifman and
Idan Kligvasser and
Roman Goldenberg and
Michael Elad and
Ehud Rivlin},
title = {Colonoscopy Coverage Revisited: Identifying Scanning Gaps in Real-Time},
journal = {CoRR},
volume = {abs/2305.10026},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.10026},
doi = {10.48550/ARXIV.2305.10026},
eprinttype = {arXiv},
eprint = {2305.10026},
timestamp = {Wed, 24 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-10026.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-10090,
author = {Idan Kligvasser and
George Leifman and
Roman Goldenberg and
Ehud Rivlin and
Michael Elad},
title = {Semi-supervised Quality Evaluation of Colonoscopy Procedures},
journal = {CoRR},
volume = {abs/2305.10090},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.10090},
doi = {10.48550/ARXIV.2305.10090},
eprinttype = {arXiv},
eprint = {2305.10090},
timestamp = {Wed, 24 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-10090.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-10124,
author = {Omer Belhasin and
Yaniv Romano and
Daniel Freedman and
Ehud Rivlin and
Michael Elad},
title = {Principal Uncertainty Quantification with Spatial Correlation for
Image Restoration Problems},
journal = {CoRR},
volume = {abs/2305.10124},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.10124},
doi = {10.48550/ARXIV.2305.10124},
eprinttype = {arXiv},
eprint = {2305.10124},
timestamp = {Wed, 24 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-10124.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-13128,
author = {Bahjat Kawar and
Noam Elata and
Tomer Michaeli and
Michael Elad},
title = {GSURE-Based Diffusion Model Training with Corrupted Data},
journal = {CoRR},
volume = {abs/2305.13128},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.13128},
doi = {10.48550/ARXIV.2305.13128},
eprinttype = {arXiv},
eprint = {2305.13128},
timestamp = {Wed, 24 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-13128.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-19066,
author = {Noam Elata and
Bahjat Kawar and
Tomer Michaeli and
Michael Elad},
title = {Nested Diffusion Processes for Anytime Image Generation},
journal = {CoRR},
volume = {abs/2305.19066},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.19066},
doi = {10.48550/ARXIV.2305.19066},
eprinttype = {arXiv},
eprint = {2305.19066},
timestamp = {Wed, 07 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-19066.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-02342,
author = {Theo Adrai and
Guy Ohayon and
Tomer Michaeli and
Michael Elad},
title = {Deep Optimal Transport: {A} Practical Algorithm for Photo-realistic
Image Restoration},
journal = {CoRR},
volume = {abs/2306.02342},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.02342},
doi = {10.48550/ARXIV.2306.02342},
eprinttype = {arXiv},
eprint = {2306.02342},
timestamp = {Mon, 12 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-02342.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-16805,
author = {Roy Ganz and
Michael Elad},
title = {{CLIPAG:} Towards Generator-Free Text-to-Image Generation},
journal = {CoRR},
volume = {abs/2306.16805},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.16805},
doi = {10.48550/ARXIV.2306.16805},
eprinttype = {arXiv},
eprint = {2306.16805},
timestamp = {Mon, 03 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-16805.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-01381,
author = {Roi Benita and
Michael Elad and
Joseph Keshet},
title = {DiffAR: Denoising Diffusion Autoregressive Model for Raw Speech Waveform
Generation},
journal = {CoRR},
volume = {abs/2310.01381},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.01381},
doi = {10.48550/ARXIV.2310.01381},
eprinttype = {arXiv},
eprint = {2310.01381},
timestamp = {Wed, 18 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-01381.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2311-09253,
author = {Guy Ohayon and
Tomer Michaeli and
Michael Elad},
title = {The Perception-Robustness Tradeoff in Deterministic Image Restoration},
journal = {CoRR},
volume = {abs/2311.09253},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2311.09253},
doi = {10.48550/ARXIV.2311.09253},
eprinttype = {arXiv},
eprint = {2311.09253},
timestamp = {Thu, 23 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2311-09253.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/AberdamGE22,
author = {Aviad Aberdam and
Alona Golts and
Michael Elad},
title = {Ada-LISTA: Learned Solvers Adaptive to Varying Models},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {44},
number = {12},
pages = {9222--9235},
year = {2022},
url = {https://doi.org/10.1109/TPAMI.2021.3125041},
doi = {10.1109/TPAMI.2021.3125041},
timestamp = {Mon, 05 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pami/AberdamGE22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eccv/GoltsLZCE22,
author = {Alona Golts and
Ido Livneh and
Yaniv Zohar and
Aaron Ciechanover and
Michael Elad},
editor = {Leonid Karlinsky and
Tomer Michaeli and
Ko Nishino},
title = {Simultaneous Detection and Classification of Partially and Weakly
Supervised Cells},
booktitle = {Computer Vision - {ECCV} 2022 Workshops - Tel Aviv, Israel, October
23-27, 2022, Proceedings, Part {III}},
series = {Lecture Notes in Computer Science},
volume = {13803},
pages = {313--329},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-25066-8\_16},
doi = {10.1007/978-3-031-25066-8\_16},
timestamp = {Sat, 25 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/eccv/GoltsLZCE22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/KawarEES22,
author = {Bahjat Kawar and
Michael Elad and
Stefano Ermon and
Jiaming Song},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {Denoising Diffusion Restoration Models},
booktitle = {Advances in Neural Information Processing Systems 35: Annual Conference
on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans,
LA, USA, November 28 - December 9, 2022},
year = {2022},
url = {http://papers.nips.cc/paper\_files/paper/2022/hash/95504595b6169131b6ed6cd72eb05616-Abstract-Conference.html},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/KawarEES22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2201-11793,
author = {Bahjat Kawar and
Michael Elad and
Stefano Ermon and
Jiaming Song},
title = {Denoising Diffusion Restoration Models},
journal = {CoRR},
volume = {abs/2201.11793},
year = {2022},
url = {https://arxiv.org/abs/2201.11793},
eprinttype = {arXiv},
eprint = {2201.11793},
timestamp = {Wed, 02 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2201-11793.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2207-08089,
author = {Tsachi Blau and
Roy Ganz and
Bahjat Kawar and
Alex M. Bronstein and
Michael Elad},
title = {Threat Model-Agnostic Adversarial Defense using Diffusion Models},
journal = {CoRR},
volume = {abs/2207.08089},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2207.08089},
doi = {10.48550/ARXIV.2207.08089},
eprinttype = {arXiv},
eprint = {2207.08089},
timestamp = {Tue, 19 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2207-08089.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2207-11378,
author = {Roy Ganz and
Bahjat Kawar and
Michael Elad},
title = {Do Perceptually Aligned Gradients Imply Adversarial Robustness?},
journal = {CoRR},
volume = {abs/2207.11378},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2207.11378},
doi = {10.48550/ARXIV.2207.11378},
eprinttype = {arXiv},
eprint = {2207.11378},
timestamp = {Mon, 01 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2207-11378.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2208-08664,
author = {Bahjat Kawar and
Roy Ganz and
Michael Elad},
title = {Enhancing Diffusion-Based Image Synthesis with Robust Classifier Guidance},
journal = {CoRR},
volume = {abs/2208.08664},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2208.08664},
doi = {10.48550/ARXIV.2208.08664},
eprinttype = {arXiv},
eprint = {2208.08664},
timestamp = {Mon, 22 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2208-08664.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2209-11888,
author = {Bahjat Kawar and
Jiaming Song and
Stefano Ermon and
Michael Elad},
title = {{JPEG} Artifact Correction using Denoising Diffusion Restoration Models},
journal = {CoRR},
volume = {abs/2209.11888},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2209.11888},
doi = {10.48550/ARXIV.2209.11888},
eprinttype = {arXiv},
eprint = {2209.11888},
timestamp = {Thu, 06 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2209-11888.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2211-08944,
author = {Guy Ohayon and
Theo Adrai and
Michael Elad and
Tomer Michaeli},
title = {Reasons for the Superiority of Stochastic Estimators over Deterministic
Ones: Robustness, Consistency and Perceptual Quality},
journal = {CoRR},
volume = {abs/2211.08944},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2211.08944},
doi = {10.48550/ARXIV.2211.08944},
eprinttype = {arXiv},
eprint = {2211.08944},
timestamp = {Thu, 24 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2211-08944.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2211-09919,
author = {Gregory Vaksman and
Michael Elad},
title = {Patch-Craft Self-Supervised Training for Correlated Image Denoising},
journal = {CoRR},
volume = {abs/2211.09919},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2211.09919},
doi = {10.48550/ARXIV.2211.09919},
eprinttype = {arXiv},
eprint = {2211.09919},
timestamp = {Thu, 24 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2211-09919.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2211-11827,
author = {Sean Man and
Guy Ohayon and
Theo Adrai and
Michael Elad},
title = {High-Perceptual Quality {JPEG} Decoding via Posterior Sampling},
journal = {CoRR},
volume = {abs/2211.11827},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2211.11827},
doi = {10.48550/ARXIV.2211.11827},
eprinttype = {arXiv},
eprint = {2211.11827},
timestamp = {Thu, 24 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2211-11827.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2211-15211,
author = {Gilad Kutiel and
Regev Cohen and
Michael Elad and
Daniel Freedman},
title = {What's Behind the Mask: Estimating Uncertainty in Image-to-Image Problems},
journal = {CoRR},
volume = {abs/2211.15211},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2211.15211},
doi = {10.48550/ARXIV.2211.15211},
eprinttype = {arXiv},
eprint = {2211.15211},
timestamp = {Tue, 29 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2211-15211.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2212-03235,
author = {Nadav Torem and
Roi Ronen and
Yoav Y. Schechner and
Michael Elad},
title = {Towards {A} Most Probable Recovery in Optical Imaging},
journal = {CoRR},
volume = {abs/2212.03235},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2212.03235},
doi = {10.48550/ARXIV.2212.03235},
eprinttype = {arXiv},
eprint = {2212.03235},
timestamp = {Thu, 08 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2212-03235.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jstsp/GoltsFE21,
author = {Alona Golts and
Daniel Freedman and
Michael Elad},
title = {Deep Energy: Task Driven Training of Deep Neural Networks},
journal = {{IEEE} J. Sel. Top. Signal Process.},
volume = {15},
number = {2},
pages = {324--338},
year = {2021},
url = {https://doi.org/10.1109/JSTSP.2021.3049634},
doi = {10.1109/JSTSP.2021.3049634},
timestamp = {Tue, 23 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jstsp/GoltsFE21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jvcir/KhatibSE21,
author = {Rajaei Khatib and
Dror Simon and
Michael Elad},
title = {Learned Greedy Method {(LGM):} {A} novel neural architecture for sparse
coding and beyond},
journal = {J. Vis. Commun. Image Represent.},
volume = {77},
pages = {103095},
year = {2021},
url = {https://doi.org/10.1016/j.jvcir.2021.103095},
doi = {10.1016/J.JVCIR.2021.103095},
timestamp = {Tue, 13 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jvcir/KhatibSE21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/siamis/CohenEM21,
author = {Regev Cohen and
Michael Elad and
Peyman Milanfar},
title = {Regularization by Denoising via Fixed-Point Projection {(RED-PRO)}},
journal = {{SIAM} J. Imaging Sci.},
volume = {14},
number = {3},
pages = {1374--1406},
year = {2021},
url = {https://doi.org/10.1137/20M1337168},
doi = {10.1137/20M1337168},
timestamp = {Wed, 03 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/siamis/CohenEM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tip/ScetbonEM21,
author = {Meyer Scetbon and
Michael Elad and
Peyman Milanfar},
title = {Deep {K-SVD} Denoising},
journal = {{IEEE} Trans. Image Process.},
volume = {30},
pages = {5944--5955},
year = {2021},
url = {https://doi.org/10.1109/TIP.2021.3090531},
doi = {10.1109/TIP.2021.3090531},
timestamp = {Thu, 16 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tip/ScetbonEM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tip/EsfandaraniKLGY21,
author = {Hossein Talebi Esfandarani and
Damien Kelly and
Xiyang Luo and
Ignacio Garcia{-}Dorado and
Feng Yang and
Peyman Milanfar and
Michael Elad},
title = {Better Compression With Deep Pre-Editing},
journal = {{IEEE} Trans. Image Process.},
volume = {30},
pages = {6673--6685},
year = {2021},
url = {https://doi.org/10.1109/TIP.2021.3096085},
doi = {10.1109/TIP.2021.3096085},
timestamp = {Thu, 29 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tip/EsfandaraniKLGY21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dcc/LuoTYEM21,
author = {Xiyang Luo and
Hossein Talebi and
Feng Yang and
Michael Elad and
Peyman Milanfar},
editor = {Ali Bilgin and
Michael W. Marcellin and
Joan Serra{-}Sagrist{\`{a}} and
James A. Storer},
title = {The Rate-Distortion-Accuracy Tradeoff: {JPEG} Case Study},
booktitle = {31st Data Compression Conference, {DCC} 2021, Snowbird, UT, USA, March
23-26, 2021},
pages = {354},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/DCC50243.2021.00049},
doi = {10.1109/DCC50243.2021.00049},
timestamp = {Thu, 29 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dcc/LuoTYEM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccv/VaksmanEM21,
author = {Gregory Vaksman and
Michael Elad and
Peyman Milanfar},
title = {Patch Craft: Video Denoising by Deep Modeling and Patch Matching},
booktitle = {2021 {IEEE/CVF} International Conference on Computer Vision, {ICCV}
2021, Montreal, QC, Canada, October 10-17, 2021},
pages = {2137--2146},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICCV48922.2021.00216},
doi = {10.1109/ICCV48922.2021.00216},
timestamp = {Fri, 11 Mar 2022 10:01:27 +0100},
biburl = {https://dblp.org/rec/conf/iccv/VaksmanEM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccvw/OhayonAVEM21,
author = {Guy Ohayon and
Theo Adrai and
Gregory Vaksman and
Michael Elad and
Peyman Milanfar},
title = {High Perceptual Quality Image Denoising with a Posterior Sampling
{CGAN}},
booktitle = {{IEEE/CVF} International Conference on Computer Vision Workshops,
{ICCVW} 2021, Montreal, BC, Canada, October 11-17, 2021},
pages = {1805--1813},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICCVW54120.2021.00207},
doi = {10.1109/ICCVW54120.2021.00207},
timestamp = {Fri, 03 Dec 2021 17:37:22 +0100},
biburl = {https://dblp.org/rec/conf/iccvw/OhayonAVEM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccvw/KawarVE21,
author = {Bahjat Kawar and
Gregory Vaksman and
Michael Elad},
title = {Stochastic Image Denoising by Sampling from the Posterior Distribution},
booktitle = {{IEEE/CVF} International Conference on Computer Vision Workshops,
{ICCVW} 2021, Montreal, BC, Canada, October 11-17, 2021},
pages = {1866--1875},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICCVW54120.2021.00213},
doi = {10.1109/ICCVW54120.2021.00213},
timestamp = {Fri, 03 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iccvw/KawarVE21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/KawarVE21,
author = {Bahjat Kawar and
Gregory Vaksman and
Michael Elad},
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {{SNIPS:} Solving Noisy Inverse Problems Stochastically},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
pages = {21757--21769},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/b5c01503041b70d41d80e3dbe31bbd8c-Abstract.html},
timestamp = {Tue, 03 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/KawarVE21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/icig/2021-1,
editor = {Yuxin Peng and
Shi{-}Min Hu and
Moncef Gabbouj and
Kun Zhou and
Michael Elad and
Kun Xu},
title = {Image and Graphics - 11th International Conference, {ICIG} 2021, Haikou,
China, August 6-8, 2021, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {12888},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-87355-4},
doi = {10.1007/978-3-030-87355-4},
isbn = {978-3-030-87354-7},
timestamp = {Wed, 16 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icig/2021-1.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/icig/2021-2,
editor = {Yuxin Peng and
Shi{-}Min Hu and
Moncef Gabbouj and
Kun Zhou and
Michael Elad and
Kun Xu},
title = {Image and Graphics - 11th International Conference, {ICIG} 2021, Haikou,
China, August 6-8, 2021, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {12889},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-87358-5},
doi = {10.1007/978-3-030-87358-5},
isbn = {978-3-030-87357-8},
timestamp = {Fri, 01 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icig/2021-2.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/icig/2021-3,
editor = {Yuxin Peng and
Shi{-}Min Hu and
Moncef Gabbouj and
Kun Zhou and
Michael Elad and
Kun Xu},
title = {Image and Graphics - 11th International Conference, {ICIG} 2021, Haikou,
China, August 6-8, 2021, Proceedings, Part {III}},
series = {Lecture Notes in Computer Science},
volume = {12890},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-87361-5},
doi = {10.1007/978-3-030-87361-5},
isbn = {978-3-030-87360-8},
timestamp = {Thu, 07 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icig/2021-3.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2101-09552,
author = {Bahjat Kawar and
Gregory Vaksman and
Michael Elad},
title = {Stochastic Image Denoising by Sampling from the Posterior Distribution},
journal = {CoRR},
volume = {abs/2101.09552},
year = {2021},
url = {https://arxiv.org/abs/2101.09552},
eprinttype = {arXiv},
eprint = {2101.09552},
timestamp = {Sun, 31 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2101-09552.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2103-04192,
author = {Guy Ohayon and
Theo Adrai and
Gregory Vaksman and
Michael Elad and
Peyman Milanfar},
title = {High Perceptual Quality Image Denoising with a Posterior Sampling
{CGAN}},
journal = {CoRR},
volume = {abs/2103.04192},
year = {2021},
url = {https://arxiv.org/abs/2103.04192},
eprinttype = {arXiv},
eprint = {2103.04192},
timestamp = {Mon, 15 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2103-04192.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2103-13767,
author = {Gregory Vaksman and
Michael Elad and
Peyman Milanfar},
title = {Patch Craft: Video Denoising by Deep Modeling and Patch Matching},
journal = {CoRR},
volume = {abs/2103.13767},
year = {2021},
url = {https://arxiv.org/abs/2103.13767},
eprinttype = {arXiv},
eprint = {2103.13767},
timestamp = {Wed, 07 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2103-13767.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2104-00464,
author = {Roy Ganz and
Michael Elad},
title = {Improved Image Generation via Sparse Modeling},
journal = {CoRR},
volume = {abs/2104.00464},
year = {2021},
url = {https://arxiv.org/abs/2104.00464},
eprinttype = {arXiv},
eprint = {2104.00464},
timestamp = {Mon, 12 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2104-00464.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2105-14951,
author = {Bahjat Kawar and
Gregory Vaksman and
Michael Elad},
title = {{SNIPS:} Solving Noisy Inverse Problems Stochastically},
journal = {CoRR},
volume = {abs/2105.14951},
year = {2021},
url = {https://arxiv.org/abs/2105.14951},
eprinttype = {arXiv},
eprint = {2105.14951},
timestamp = {Wed, 02 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2105-14951.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2108-03702,
author = {Roy Ganz and
Michael Elad},
title = {BIGRoC: Boosting Image Generation via a Robust Classifier},
journal = {CoRR},
volume = {abs/2108.03702},
year = {2021},
url = {https://arxiv.org/abs/2108.03702},
eprinttype = {arXiv},
eprint = {2108.03702},
timestamp = {Wed, 11 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2108-03702.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmiv/RomanoASE20,
author = {Yaniv Romano and
Aviad Aberdam and
Jeremias Sulam and
Michael Elad},
title = {Adversarial Noise Attacks of Deep Learning Architectures: Stability
Analysis via Sparse-Modeled Signals},
journal = {J. Math. Imaging Vis.},
volume = {62},
number = {3},
pages = {313--327},
year = {2020},
url = {https://doi.org/10.1007/s10851-019-00913-z},
doi = {10.1007/S10851-019-00913-Z},
timestamp = {Mon, 08 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmiv/RomanoASE20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/SulamABE20,
author = {Jeremias Sulam and
Aviad Aberdam and
Amir Beck and
Michael Elad},
title = {On Multi-Layer Basis Pursuit, Efficient Algorithms and Convolutional
Neural Networks},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {42},
number = {8},
pages = {1968--1980},
year = {2020},
url = {https://doi.org/10.1109/TPAMI.2019.2904255},
doi = {10.1109/TPAMI.2019.2904255},
timestamp = {Thu, 13 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pami/SulamABE20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tip/GoltsFE20,
author = {Alona Golts and
Daniel Freedman and
Michael Elad},
title = {Unsupervised Single Image Dehazing Using Dark Channel Prior Loss},
journal = {{IEEE} Trans. Image Process.},
volume = {29},
pages = {2692--2701},
year = {2020},
url = {https://doi.org/10.1109/TIP.2019.2952032},
doi = {10.1109/TIP.2019.2952032},
timestamp = {Sat, 30 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tip/GoltsFE20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsp/Rey-OteroSE20,
author = {Ives Rey{-}Otero and
Jeremias Sulam and
Michael Elad},
title = {Variations on the Convolutional Sparse Coding Model},
journal = {{IEEE} Trans. Signal Process.},
volume = {68},
pages = {519--528},
year = {2020},
url = {https://doi.org/10.1109/TSP.2020.2964239},
doi = {10.1109/TSP.2020.2964239},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tsp/Rey-OteroSE20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/VaksmanEM20,
author = {Gregory Vaksman and
Michael Elad and
Peyman Milanfar},
title = {{LIDIA:} Lightweight Learned Image Denoising with Instance Adaptation},
booktitle = {2020 {IEEE/CVF} Conference on Computer Vision and Pattern Recognition,
{CVPR} Workshops 2020, Seattle, WA, USA, June 14-19, 2020},
pages = {2220--2229},
publisher = {Computer Vision Foundation / {IEEE}},
year = {2020},
url = {https://openaccess.thecvf.com/content\_CVPRW\_2020/html/w31/Vaksman\_LIDIA\_Lightweight\_Learned\_Image\_Denoising\_With\_Instance\_Adaptation\_CVPRW\_2020\_paper.html},
doi = {10.1109/CVPRW50498.2020.00270},
timestamp = {Tue, 31 Aug 2021 14:00:09 +0200},
biburl = {https://dblp.org/rec/conf/cvpr/VaksmanEM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2001-08456,
author = {Aviad Aberdam and
Alona Golts and
Michael Elad},
title = {Ada-LISTA: Learned Solvers Adaptive to Varying Models},
journal = {CoRR},
volume = {abs/2001.08456},
year = {2020},
url = {https://arxiv.org/abs/2001.08456},
eprinttype = {arXiv},
eprint = {2001.08456},
timestamp = {Fri, 24 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2001-08456.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2002-00113,
author = {Hossein Talebi and
Damien Kelly and
Xiyang Luo and
Ignacio Garcia{-}Dorado and
Feng Yang and
Peyman Milanfar and
Michael Elad},
title = {Better Compression with Deep Pre-Editing},
journal = {CoRR},
volume = {abs/2002.00113},
year = {2020},
url = {https://arxiv.org/abs/2002.00113},
eprinttype = {arXiv},
eprint = {2002.00113},
timestamp = {Thu, 29 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2002-00113.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-15555,
author = {Aviad Aberdam and
Dror Simon and
Michael Elad},
title = {When and How Can Deep Generative Models be Inverted?},
journal = {CoRR},
volume = {abs/2006.15555},
year = {2020},
url = {https://arxiv.org/abs/2006.15555},
eprinttype = {arXiv},
eprint = {2006.15555},
timestamp = {Wed, 01 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-15555.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2008-00226,
author = {Regev Cohen and
Michael Elad and
Peyman Milanfar},
title = {Regularization by Denoising via Fixed-Point Projection {(RED-PRO)}},
journal = {CoRR},
volume = {abs/2008.00226},
year = {2020},
url = {https://arxiv.org/abs/2008.00226},
eprinttype = {arXiv},
eprint = {2008.00226},
timestamp = {Fri, 07 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2008-00226.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2008-00605,
author = {Xiyang Luo and
Hossein Talebi and
Feng Yang and
Michael Elad and
Peyman Milanfar},
title = {The Rate-Distortion-Accuracy Tradeoff: {JPEG} Case Study},
journal = {CoRR},
volume = {abs/2008.00605},
year = {2020},
url = {https://arxiv.org/abs/2008.00605},
eprinttype = {arXiv},
eprint = {2008.00605},
timestamp = {Thu, 29 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2008-00605.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-07069,
author = {Rajaei Khatib and
Dror Simon and
Michael Elad},
title = {Learned Greedy Method {(LGM):} {A} Novel Neural Architecture for Sparse
Coding and Beyond},
journal = {CoRR},
volume = {abs/2010.07069},
year = {2020},
url = {https://arxiv.org/abs/2010.07069},
eprinttype = {arXiv},
eprint = {2010.07069},
timestamp = {Tue, 20 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-07069.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jvcir/HongRE19,
author = {Tao Hong and
Yaniv Romano and
Michael Elad},
title = {Acceleration of {RED} via vector extrapolation},
journal = {J. Vis. Commun. Image Represent.},
volume = {63},
year = {2019},
url = {https://doi.org/10.1016/j.jvcir.2019.102575},
doi = {10.1016/J.JVCIR.2019.102575},
timestamp = {Sat, 22 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jvcir/HongRE19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/simods/AberdamSE19,
author = {Aviad Aberdam and
Jeremias Sulam and
Michael Elad},
title = {Multi-Layer Sparse Coding: The Holistic Way},
journal = {{SIAM} J. Math. Data Sci.},
volume = {1},
number = {1},
pages = {46--77},
year = {2019},
url = {https://doi.org/10.1137/18M1183352},
doi = {10.1137/18M1183352},
timestamp = {Tue, 24 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/simods/AberdamSE19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tip/BrifmanRE19,
author = {Alon Brifman and
Yaniv Romano and
Michael Elad},
title = {Unified Single-Image and Video Super-Resolution via Denoising Algorithms},
journal = {{IEEE} Trans. Image Process.},
volume = {28},
number = {12},
pages = {6063--6076},
year = {2019},
url = {https://doi.org/10.1109/TIP.2019.2924173},
doi = {10.1109/TIP.2019.2924173},
timestamp = {Sat, 30 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tip/BrifmanRE19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsp/YankelevskyE19,
author = {Yael Yankelevsky and
Michael Elad},
title = {Finding {GEMS:} Multi-Scale Dictionaries For High-Dimensional Graph
Signals},
journal = {{IEEE} Trans. Signal Process.},
volume = {67},
number = {7},
pages = {1889--1901},
year = {2019},
url = {https://doi.org/10.1109/TSP.2019.2899822},
doi = {10.1109/TSP.2019.2899822},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tsp/YankelevskyE19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsp/SimonSRLE19,
author = {Dror Simon and
Jeremias Sulam and
Yaniv Romano and
Yue M. Lu and
Michael Elad},
title = {{MMSE} Approximation For Sparse Coding Algorithms Using Stochastic
Resonance},
journal = {{IEEE} Trans. Signal Process.},
volume = {67},
number = {17},
pages = {4597--4610},
year = {2019},
url = {https://doi.org/10.1109/TSP.2019.2929464},
doi = {10.1109/TSP.2019.2929464},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tsp/SimonSRLE19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/ZisselmanSE19,
author = {Ev Zisselman and
Jeremias Sulam and
Michael Elad},
title = {A Local Block Coordinate Descent Algorithm for the {CSC} Model},
booktitle = {{IEEE} Conference on Computer Vision and Pattern Recognition, {CVPR}
2019, Long Beach, CA, USA, June 16-20, 2019},
pages = {8208--8217},
publisher = {Computer Vision Foundation / {IEEE}},
year = {2019},
url = {http://openaccess.thecvf.com/content\_CVPR\_2019/html/Zisselman\_A\_Local\_Block\_Coordinate\_Descent\_Algorithm\_for\_the\_CSC\_Model\_CVPR\_2019\_paper.html},
doi = {10.1109/CVPR.2019.00840},
timestamp = {Mon, 30 Aug 2021 17:01:14 +0200},
biburl = {https://dblp.org/rec/conf/cvpr/ZisselmanSE19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eusipco/PeledRE19,
author = {Shahar Romem Peled and
Yaniv Romano and
Michael Elad},
title = {{SOS} Boosting for Image Deblurring Algorithms},
booktitle = {27th European Signal Processing Conference, {EUSIPCO} 2019, {A} Coru{\~{n}}a,
Spain, September 2-6, 2019},
pages = {1--5},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.23919/EUSIPCO.2019.8902547},
doi = {10.23919/EUSIPCO.2019.8902547},
timestamp = {Mon, 25 Nov 2019 12:04:51 +0100},
biburl = {https://dblp.org/rec/conf/eusipco/PeledRE19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/SimonE19,
author = {Dror Simon and
Michael Elad},
editor = {Hanna M. Wallach and
Hugo Larochelle and
Alina Beygelzimer and
Florence d'Alch{\'{e}}{-}Buc and
Emily B. Fox and
Roman Garnett},
title = {Rethinking the {CSC} Model for Natural Images},
booktitle = {Advances in Neural Information Processing Systems 32: Annual Conference
on Neural Information Processing Systems 2019, NeurIPS 2019, December
8-14, 2019, Vancouver, BC, Canada},
pages = {2271--2281},
year = {2019},
url = {https://proceedings.neurips.cc/paper/2019/hash/82965d4ed8150294d4330ace00821d77-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/SimonE19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1903-10176,
author = {Gary Mataev and
Michael Elad and
Peyman Milanfar},
title = {DeepRED: Deep Image Prior Powered by {RED}},
journal = {CoRR},
volume = {abs/1903.10176},
year = {2019},
url = {http://arxiv.org/abs/1903.10176},
eprinttype = {arXiv},
eprint = {1903.10176},
timestamp = {Mon, 01 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1903-10176.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1909-05742,
author = {Dror Simon and
Michael Elad},
title = {Rethinking the {CSC} Model for Natural Images},
journal = {CoRR},
volume = {abs/1909.05742},
year = {2019},
url = {http://arxiv.org/abs/1909.05742},
eprinttype = {arXiv},
eprint = {1909.05742},
timestamp = {Wed, 18 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1909-05742.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1909-13164,
author = {Meyer Scetbon and
Michael Elad and
Peyman Milanfar},
title = {Deep {K-SVD} Denoising},
journal = {CoRR},
volume = {abs/1909.13164},
year = {2019},
url = {http://arxiv.org/abs/1909.13164},
eprinttype = {arXiv},
eprint = {1909.13164},
timestamp = {Wed, 02 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1909-13164.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1911-07167,
author = {Gregory Vaksman and
Michael Elad and
Peyman Milanfar},
title = {Low-Weight and Learnable Image Denoising},
journal = {CoRR},
volume = {abs/1911.07167},
year = {2019},
url = {http://arxiv.org/abs/1911.07167},
eprinttype = {arXiv},
eprint = {1911.07167},
timestamp = {Wed, 04 Dec 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1911-07167.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/spm/PapyanRSE18,
author = {Vardan Papyan and
Yaniv Romano and
Jeremias Sulam and
Michael Elad},
title = {Theoretical Foundations of Deep Learning via Sparse Representations:
{A} Multilayer Sparse Model and Its Connection to Convolutional Neural
Networks},
journal = {{IEEE} Signal Process. Mag.},
volume = {35},
number = {4},
pages = {72--89},
year = {2018},
url = {https://doi.org/10.1109/MSP.2018.2820224},
doi = {10.1109/MSP.2018.2820224},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/spm/PapyanRSE18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tip/RenRE18,
author = {Yi Ren and
Yaniv Romano and
Michael Elad},
title = {Example-Based Image Synthesis via Randomized Patch-Matching},
journal = {{IEEE} Trans. Image Process.},
volume = {27},
number = {1},
pages = {220--235},
year = {2018},
url = {https://doi.org/10.1109/TIP.2017.2750419},
doi = {10.1109/TIP.2017.2750419},
timestamp = {Sun, 10 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tip/RenRE18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tip/DarEB18,
author = {Yehuda Dar and
Michael Elad and
Alfred M. Bruckstein},
title = {Optimized Pre-Compensating Compression},
journal = {{IEEE} Trans. Image Process.},
volume = {27},
number = {10},
pages = {4798--4809},
year = {2018},
url = {https://doi.org/10.1109/TIP.2018.2845125},
doi = {10.1109/TIP.2018.2845125},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tip/DarEB18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsp/SulamPRE18,
author = {Jeremias Sulam and
Vardan Papyan and
Yaniv Romano and
Michael Elad},
title = {Multilayer Convolutional Sparse Modeling: Pursuit and Dictionary Learning},
journal = {{IEEE} Trans. Signal Process.},
volume = {66},
number = {15},
pages = {4090--4104},
year = {2018},
url = {https://doi.org/10.1109/TSP.2018.2846226},
doi = {10.1109/TSP.2018.2846226},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tsp/SulamPRE18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsp/DarEB18,
author = {Yehuda Dar and
Michael Elad and
Alfred M. Bruckstein},
title = {Restoration by Compression},
journal = {{IEEE} Trans. Signal Process.},
volume = {66},
number = {22},
pages = {5833--5847},
year = {2018},
url = {https://doi.org/10.1109/TSP.2018.2871388},
doi = {10.1109/TSP.2018.2871388},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tsp/DarEB18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/YankelevskyE18,
author = {Yael Yankelevsky and
Michael Elad},
title = {Dictionary Learning for High Dimensional Graph Signals},
booktitle = {2018 {IEEE} International Conference on Acoustics, Speech and Signal
Processing, {ICASSP} 2018, Calgary, AB, Canada, April 15-20, 2018},
pages = {4669--4673},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/ICASSP.2018.8462609},
doi = {10.1109/ICASSP.2018.8462609},
timestamp = {Wed, 16 Oct 2019 14:14:52 +0200},
biburl = {https://dblp.org/rec/conf/icassp/YankelevskyE18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/SulamPRE18,
author = {Jeremias Sulam and
Vardan Papyan and
Yaniv Romano and
Michael Elad},
title = {Projecting on to the Multi-Layer Convolutional Sparse Coding Model},
booktitle = {2018 {IEEE} International Conference on Acoustics, Speech and Signal
Processing, {ICASSP} 2018, Calgary, AB, Canada, April 15-20, 2018},
pages = {6757--6761},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/ICASSP.2018.8462552},
doi = {10.1109/ICASSP.2018.8462552},
timestamp = {Mon, 16 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/SulamPRE18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/RomanoEM18,
author = {Yaniv Romano and
Michael Elad and
Peyman Milanfar},
title = {{RED-UCATION:} {A} Novel {CNN} Architecture Based on Denoising Nonlinearities},
booktitle = {2018 {IEEE} International Conference on Acoustics, Speech and Signal
Processing, {ICASSP} 2018, Calgary, AB, Canada, April 15-20, 2018},
pages = {6762--6766},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/ICASSP.2018.8462510},
doi = {10.1109/ICASSP.2018.8462510},
timestamp = {Tue, 18 Sep 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/RomanoEM18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icip/DarEB18,
author = {Yehuda Dar and
Michael Elad and
Alfred M. Bruckstein},
title = {Compression for Multiple Reconstructions},
booktitle = {2018 {IEEE} International Conference on Image Processing, {ICIP} 2018,
Athens, Greece, October 7-10, 2018},
pages = {440--444},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/ICIP.2018.8451743},
doi = {10.1109/ICIP.2018.8451743},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icip/DarEB18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isit/DarEB18,
author = {Yehuda Dar and
Michael Elad and
Alfred M. Bruckstein},
title = {System-Aware Compression},
booktitle = {2018 {IEEE} International Symposium on Information Theory, {ISIT}
2018, Vail, CO, USA, June 17-22, 2018},
pages = {2226--2230},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/ISIT.2018.8437643},
doi = {10.1109/ISIT.2018.8437643},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/isit/DarEB18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1801-04853,
author = {Yehuda Dar and
Michael Elad and
Alfred M. Bruckstein},
title = {System-Aware Compression},
journal = {CoRR},
volume = {abs/1801.04853},
year = {2018},
url = {http://arxiv.org/abs/1801.04853},
eprinttype = {arXiv},
eprint = {1801.04853},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1801-04853.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1802-03937,
author = {Yehuda Dar and
Michael Elad and
Alfred M. Bruckstein},
title = {Compression for Multiple Reconstructions},
journal = {CoRR},
volume = {abs/1802.03937},
year = {2018},
url = {http://arxiv.org/abs/1802.03937},
eprinttype = {arXiv},
eprint = {1802.03937},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1802-03937.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1804-09788,
author = {Aviad Aberdam and
Jeremias Sulam and
Michael Elad},
title = {Multi Layer Sparse Coding: the Holistic Way},
journal = {CoRR},
volume = {abs/1804.09788},
year = {2018},
url = {http://arxiv.org/abs/1804.09788},
eprinttype = {arXiv},
eprint = {1804.09788},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1804-09788.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1805-02158,
author = {Tao Hong and
Yaniv Romano and
Michael Elad},
title = {Acceleration of {RED} via Vector Extrapolation},
journal = {CoRR},
volume = {abs/1805.02158},
year = {2018},
url = {http://arxiv.org/abs/1805.02158},
eprinttype = {arXiv},
eprint = {1805.02158},
timestamp = {Wed, 03 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1805-02158.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1805-11596,
author = {Yaniv Romano and
Michael Elad},
title = {Classification Stability for Sparse-Modeled Signals},
journal = {CoRR},
volume = {abs/1805.11596},
year = {2018},
url = {http://arxiv.org/abs/1805.11596},
eprinttype = {arXiv},
eprint = {1805.11596},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1805-11596.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1805-12355,
author = {Alona Golts and
Daniel Freedman and
Michael Elad},
title = {Deep Energy: Using Energy Functions for Unsupervised Training of DNNs},
journal = {CoRR},
volume = {abs/1805.12355},
year = {2018},
url = {http://arxiv.org/abs/1805.12355},
eprinttype = {arXiv},
eprint = {1805.12355},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1805-12355.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1806-00701,
author = {Jeremias Sulam and
Aviad Aberdam and
Michael Elad},
title = {On Multi-Layer Basis Pursuit, Efficient Algorithms and Convolutional
Neural Networks},
journal = {CoRR},
volume = {abs/1806.00701},
year = {2018},
url = {http://arxiv.org/abs/1806.00701},
eprinttype = {arXiv},
eprint = {1806.00701},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1806-00701.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1806-05356,
author = {Yael Yankelevsky and
Michael Elad},
title = {Finding {GEMS:} Multi-Scale Dictionaries for High-Dimensional Graph
Signals},
journal = {CoRR},
volume = {abs/1806.05356},
year = {2018},
url = {http://arxiv.org/abs/1806.05356},
eprinttype = {arXiv},
eprint = {1806.05356},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1806-05356.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1806-10171,
author = {Dror Simon and
Jeremias Sulam and
Yaniv Romano and
Yue M. Lu and
Michael Elad},
title = {Improving Pursuit Algorithms Using Stochastic Resonance},
journal = {CoRR},
volume = {abs/1806.10171},
year = {2018},
url = {http://arxiv.org/abs/1806.10171},
eprinttype = {arXiv},
eprint = {1806.10171},
timestamp = {Mon, 26 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1806-10171.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1811-00312,
author = {Ev Zisselman and
Jeremias Sulam and
Michael Elad},
title = {A Local Block Coordinate Descent Algorithm for the Convolutional Sparse
Coding Model},
journal = {CoRR},
volume = {abs/1811.00312},
year = {2018},
url = {http://arxiv.org/abs/1811.00312},
eprinttype = {arXiv},
eprint = {1811.00312},
timestamp = {Thu, 22 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1811-00312.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1812-07051,
author = {Alona Golts and
Daniel Freedman and
Michael Elad},
title = {Unsupervised Single Image Dehazing Using Dark Channel Prior Loss},
journal = {CoRR},
volume = {abs/1812.07051},
year = {2018},
url = {http://arxiv.org/abs/1812.07051},
eprinttype = {arXiv},
eprint = {1812.07051},
timestamp = {Tue, 01 Jan 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1812-07051.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/PapyanRE17,
author = {Vardan Papyan and
Yaniv Romano and
Michael Elad},
title = {Convolutional Neural Networks Analyzed via Convolutional Sparse Coding},
journal = {J. Mach. Learn. Res.},
volume = {18},
pages = {83:1--83:52},
year = {2017},
url = {https://jmlr.org/papers/v18/16-505.html},
timestamp = {Wed, 11 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/PapyanRE17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/siamis/RomanoEM17,
author = {Yaniv Romano and
Michael Elad and
Peyman Milanfar},
title = {The Little Engine That Could: Regularization by Denoising {(RED)}},
journal = {{SIAM} J. Imaging Sci.},
volume = {10},
number = {4},
pages = {1804--1844},
year = {2017},
url = {https://doi.org/10.1137/16M1102884},
doi = {10.1137/16M1102884},
timestamp = {Tue, 14 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/siamis/RomanoEM17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tip/EladM17,
author = {Michael Elad and
Peyman Milanfar},
title = {Style Transfer Via Texture Synthesis},
journal = {{IEEE} Trans. Image Process.},
volume = {26},
number = {5},
pages = {2338--2351},
year = {2017},
url = {https://doi.org/10.1109/TIP.2017.2678168},
doi = {10.1109/TIP.2017.2678168},
timestamp = {Sun, 10 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tip/EladM17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsp/PapyanSE17,
author = {Vardan Papyan and
Jeremias Sulam and
Michael Elad},
title = {Working Locally Thinking Globally: Theoretical Guarantees for Convolutional
Sparse Coding},
journal = {{IEEE} Trans. Signal Process.},
volume = {65},
number = {21},
pages = {5687--5701},
year = {2017},
url = {https://doi.org/10.1109/TSP.2017.2733447},
doi = {10.1109/TSP.2017.2733447},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tsp/PapyanSE17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/YankelevskyE17,
author = {Yael Yankelevsky and
Michael Elad},
title = {Structure-aware classification using supervised dictionary learning},
booktitle = {2017 {IEEE} International Conference on Acoustics, Speech and Signal
Processing, {ICASSP} 2017, New Orleans, LA, USA, March 5-9, 2017},
pages = {4421--4425},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/ICASSP.2017.7952992},
doi = {10.1109/ICASSP.2017.7952992},
timestamp = {Wed, 16 Oct 2019 14:14:52 +0200},
biburl = {https://dblp.org/rec/conf/icassp/YankelevskyE17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccv/PapyanRES17,
author = {Vardan Papyan and
Yaniv Romano and
Michael Elad and
Jeremias Sulam},
title = {Convolutional Dictionary Learning via Local Processing},
booktitle = {{IEEE} International Conference on Computer Vision, {ICCV} 2017, Venice,
Italy, October 22-29, 2017},
pages = {5306--5314},
publisher = {{IEEE} Computer Society},
year = {2017},
url = {https://doi.org/10.1109/ICCV.2017.566},
doi = {10.1109/ICCV.2017.566},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iccv/PapyanRES17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/BatenkovRE17,
author = {Dmitry Batenkov and
Yaniv Romano and
Michael Elad},
title = {On the Global-Local Dichotomy in Sparsity Modeling},
journal = {CoRR},
volume = {abs/1702.03446},
year = {2017},
url = {http://arxiv.org/abs/1702.03446},
eprinttype = {arXiv},
eprint = {1702.03446},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/BatenkovRE17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/PapyanRSE17,
author = {Vardan Papyan and
Yaniv Romano and
Jeremias Sulam and
Michael Elad},
title = {Convolutional Dictionary Learning via Local Processing},
journal = {CoRR},
volume = {abs/1705.03239},
year = {2017},
url = {http://arxiv.org/abs/1705.03239},
eprinttype = {arXiv},
eprint = {1705.03239},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/PapyanRSE17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/PapyanSE17,
author = {Vardan Papyan and
Jeremias Sulam and
Michael Elad},
title = {Working Locally Thinking Globally: Theoretical Guarantees for Convolutional
Sparse Coding},
journal = {CoRR},
volume = {abs/1707.06066},
year = {2017},
url = {http://arxiv.org/abs/1707.06066},
eprinttype = {arXiv},
eprint = {1707.06066},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/PapyanSE17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1708-08705,
author = {Jeremias Sulam and
Vardan Papyan and
Yaniv Romano and
Michael Elad},
title = {Multi-Layer Convolutional Sparse Modeling: Pursuit and Dictionary
Learning},
journal = {CoRR},
volume = {abs/1708.08705},
year = {2017},
url = {http://arxiv.org/abs/1708.08705},
eprinttype = {arXiv},
eprint = {1708.08705},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1708-08705.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1711-05147,
author = {Yehuda Dar and
Michael Elad and
Alfred M. Bruckstein},
title = {Restoration by Compression},
journal = {CoRR},
volume = {abs/1711.05147},
year = {2017},
url = {http://arxiv.org/abs/1711.05147},
eprinttype = {arXiv},
eprint = {1711.05147},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1711-05147.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1711-07901,
author = {Yehuda Dar and
Michael Elad and
Alfred M. Bruckstein},
title = {Optimized Pre-Compensating Compression},
journal = {CoRR},
volume = {abs/1711.07901},
year = {2017},
url = {http://arxiv.org/abs/1711.07901},
eprinttype = {arXiv},
eprint = {1711.07901},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1711-07901.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jstsp/GoltsE16,
author = {Alona Golts and
Michael Elad},
title = {Linearized Kernel Dictionary Learning},
journal = {{IEEE} J. Sel. Top. Signal Process.},
volume = {10},
number = {4},
pages = {726--739},
year = {2016},
url = {https://doi.org/10.1109/JSTSP.2016.2555241},
doi = {10.1109/JSTSP.2016.2555241},
timestamp = {Thu, 09 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jstsp/GoltsE16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jvcir/RondGE16,
author = {Arie Rond and
Raja Giryes and
Michael Elad},
title = {Poisson inverse problems by the Plug-and-Play scheme},
journal = {J. Vis. Commun. Image Represent.},
volume = {41},
pages = {96--108},
year = {2016},
url = {https://doi.org/10.1016/j.jvcir.2016.09.009},
doi = {10.1016/J.JVCIR.2016.09.009},
timestamp = {Sat, 22 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jvcir/RondGE16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/siamis/VaksmanZE16,
author = {Gregory Vaksman and
Michael Zibulevsky and
Michael Elad},
title = {Patch Ordering as a Regularization for Inverse Problems in Image Processing},
journal = {{SIAM} J. Imaging Sci.},
volume = {9},
number = {1},
pages = {287--319},
year = {2016},
url = {https://doi.org/10.1137/15M1038074},
doi = {10.1137/15M1038074},
timestamp = {Tue, 14 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/siamis/VaksmanZE16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/spl/SulamE16,
author = {Jeremias Sulam and
Michael Elad},
title = {Large Inpainting of Face Images With Trainlets},
journal = {{IEEE} Signal Process. Lett.},
volume = {23},
number = {12},
pages = {1839--1843},
year = {2016},
url = {https://doi.org/10.1109/LSP.2016.2616354},
doi = {10.1109/LSP.2016.2616354},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/spl/SulamE16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tip/PapyanE16,
author = {Vardan Papyan and
Michael Elad},
title = {Multi-Scale Patch-Based Image Restoration},
journal = {{IEEE} Trans. Image Process.},
volume = {25},
number = {1},
pages = {249--261},
year = {2016},
url = {https://doi.org/10.1109/TIP.2015.2499698},
doi = {10.1109/TIP.2015.2499698},
timestamp = {Sun, 10 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tip/PapyanE16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tip/DarBEG16,
author = {Yehuda Dar and
Alfred M. Bruckstein and
Michael Elad and
Raja Giryes},
title = {Postprocessing of Compressed Images via Sequential Denoising},
journal = {{IEEE} Trans. Image Process.},
volume = {25},
number = {7},
pages = {3044--3058},
year = {2016},
url = {https://doi.org/10.1109/TIP.2016.2558825},
doi = {10.1109/TIP.2016.2558825},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tip/DarBEG16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tip/RomanoE16,
author = {Yaniv Romano and
Michael Elad},
title = {Con-Patch: When a Patch Meets Its Context},
journal = {{IEEE} Trans. Image Process.},
volume = {25},
number = {9},
pages = {3967--3978},
year = {2016},
url = {https://doi.org/10.1109/TIP.2016.2576402},
doi = {10.1109/TIP.2016.2576402},
timestamp = {Sat, 30 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tip/RomanoE16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsipn/YankelevskyE16,
author = {Yael Yankelevsky and
Michael Elad},
title = {Dual Graph Regularized Dictionary Learning},
journal = {{IEEE} Trans. Signal Inf. Process. over Networks},
volume = {2},
number = {4},
pages = {611--624},
year = {2016},
url = {https://doi.org/10.1109/TSIPN.2016.2605763},
doi = {10.1109/TSIPN.2016.2605763},
timestamp = {Mon, 11 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tsipn/YankelevskyE16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsp/SulamOZE16,
author = {Jeremias Sulam and
Boaz Ophir and
Michael Zibulevsky and
Michael Elad},
title = {Trainlets: Dictionary Learning in High Dimensions},
journal = {{IEEE} Trans. Signal Process.},
volume = {64},
number = {12},
pages = {3180--3193},
year = {2016},
url = {https://doi.org/10.1109/TSP.2016.2540599},
doi = {10.1109/TSP.2016.2540599},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tsp/SulamOZE16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icip/BrifmanRE16,
author = {Alon Brifman and
Yaniv Romano and
Michael Elad},
title = {Turning a denoiser into a super-resolver using plug and play priors},
booktitle = {2016 {IEEE} International Conference on Image Processing, {ICIP} 2016,
Phoenix, AZ, USA, September 25-28, 2016},
pages = {1404--1408},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/ICIP.2016.7532589},
doi = {10.1109/ICIP.2016.7532589},
timestamp = {Wed, 16 Oct 2019 14:14:52 +0200},
biburl = {https://dblp.org/rec/conf/icip/BrifmanRE16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pcs/DarBE16,
author = {Yehuda Dar and
Alfred M. Bruckstein and
Michael Elad},
title = {Image restoration via successive compression},
booktitle = {2016 Picture Coding Symposium, {PCS} 2016, Nuremberg, Germany, December
4-7, 2016},
pages = {1--5},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/PCS.2016.7906384},
doi = {10.1109/PCS.2016.7906384},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pcs/DarBE16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/SulamOZE16,
author = {Jeremias Sulam and
Boaz Ophir and
Michael Zibulevsky and
Michael Elad},
title = {Trainlets: Dictionary Learning in High Dimensions},
journal = {CoRR},
volume = {abs/1602.00212},
year = {2016},
url = {http://arxiv.org/abs/1602.00212},
eprinttype = {arXiv},
eprint = {1602.00212},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/SulamOZE16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/VaksmanZE16,
author = {Gregory Vaksman and
Michael Zibulevsky and
Michael Elad},
title = {Patch-Ordering as a Regularization for Inverse Problems in Image Processing},
journal = {CoRR},
volume = {abs/1602.08510},
year = {2016},
url = {http://arxiv.org/abs/1602.08510},
eprinttype = {arXiv},
eprint = {1602.08510},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/VaksmanZE16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/RomanoE16,
author = {Yaniv Romano and
Michael Elad},
title = {Con-Patch: When a Patch Meets its Context},
journal = {CoRR},
volume = {abs/1603.06812},
year = {2016},
url = {http://arxiv.org/abs/1603.06812},
eprinttype = {arXiv},
eprint = {1603.06812},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/RomanoE16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/AdlerBEZ16,
author = {Amir Adler and
David Boublil and
Michael Elad and
Michael Zibulevsky},
title = {A Deep Learning Approach to Block-based Compressed Sensing of Images},
journal = {CoRR},
volume = {abs/1606.01519},
year = {2016},
url = {http://arxiv.org/abs/1606.01519},
eprinttype = {arXiv},
eprint = {1606.01519},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/AdlerBEZ16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/PapyanSE16,
author = {Vardan Papyan and
Jeremias Sulam and
Michael Elad},
title = {Working Locally Thinking Globally - Part {I:} Theoretical Guarantees
for Convolutional Sparse Coding},
journal = {CoRR},
volume = {abs/1607.02005},
year = {2016},
url = {http://arxiv.org/abs/1607.02005},
eprinttype = {arXiv},
eprint = {1607.02005},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/PapyanSE16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/PapyanSE16a,
author = {Vardan Papyan and
Jeremias Sulam and
Michael Elad},
title = {Working Locally Thinking Globally - Part {II:} Stability and Algorithms
for Convolutional Sparse Coding},
journal = {CoRR},
volume = {abs/1607.02009},
year = {2016},
url = {http://arxiv.org/abs/1607.02009},
eprinttype = {arXiv},
eprint = {1607.02009},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/PapyanSE16a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/PapyanRE16,
author = {Vardan Papyan and
Yaniv Romano and
Michael Elad},
title = {Convolutional Neural Networks Analyzed via Convolutional Sparse Coding},
journal = {CoRR},
volume = {abs/1607.08194},
year = {2016},
url = {http://arxiv.org/abs/1607.08194},
eprinttype = {arXiv},
eprint = {1607.08194},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/PapyanRE16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/EladM16,
author = {Michael Elad and
Peyman Milanfar},
title = {Style-Transfer via Texture-Synthesis},
journal = {CoRR},
volume = {abs/1609.03057},
year = {2016},
url = {http://arxiv.org/abs/1609.03057},
eprinttype = {arXiv},
eprint = {1609.03057},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/EladM16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/RenRE16,
author = {Yi Ren and
Yaniv Romano and
Michael Elad},
title = {Example-Based Image Synthesis via Randomized Patch-Matching},
journal = {CoRR},
volume = {abs/1609.07370},
year = {2016},
url = {http://arxiv.org/abs/1609.07370},
eprinttype = {arXiv},
eprint = {1609.07370},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/RenRE16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/YankelevskyE16,
author = {Yael Yankelevsky and
Michael Elad},
title = {Structure-Aware Classification using Supervised Dictionary Learning},
journal = {CoRR},
volume = {abs/1609.09199},
year = {2016},
url = {http://arxiv.org/abs/1609.09199},
eprinttype = {arXiv},
eprint = {1609.09199},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/YankelevskyE16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/AdlerEZ16,
author = {Amir Adler and
Michael Elad and
Michael Zibulevsky},
title = {Compressed Learning: {A} Deep Neural Network Approach},
journal = {CoRR},
volume = {abs/1610.09615},
year = {2016},
url = {http://arxiv.org/abs/1610.09615},
eprinttype = {arXiv},
eprint = {1610.09615},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/AdlerEZ16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/RomanoEM16,
author = {Yaniv Romano and
Michael Elad and
Peyman Milanfar},
title = {The Little Engine that Could: Regularization by Denoising {(RED)}},
journal = {CoRR},
volume = {abs/1611.02862},
year = {2016},
url = {http://arxiv.org/abs/1611.02862},
eprinttype = {arXiv},
eprint = {1611.02862},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/RomanoEM16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijbi/TurekEY15,
author = {Javier S. Turek and
Michael Elad and
Irad Yavneh},
title = {Clutter Mitigation in Echocardiography Using Sparse Signal Separation},
journal = {Int. J. Biomed. Imaging},
volume = {2015},
pages = {958963:1--958963:18},
year = {2015},
url = {https://doi.org/10.1155/2015/958963},
doi = {10.1155/2015/958963},
timestamp = {Sun, 21 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijbi/TurekEY15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijcv/MairalEB15,
author = {Julien Mairal and
Michael Elad and
Francis R. Bach},
title = {Guest Editorial: Sparse Coding},
journal = {Int. J. Comput. Vis.},
volume = {114},
number = {2-3},
pages = {89--90},
year = {2015},
url = {https://doi.org/10.1007/s11263-015-0845-6},
doi = {10.1007/S11263-015-0845-6},
timestamp = {Fri, 13 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijcv/MairalEB15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jvcir/ShaoLE15,
author = {Wen{-}Ze Shao and
Haibo Li and
Michael Elad},
title = {Bi-l\({}_{\mbox{0}}\)-l\({}_{\mbox{2}}\)-norm regularization for blind
motion deblurring},
journal = {J. Vis. Commun. Image Represent.},
volume = {33},
pages = {42--59},
year = {2015},
url = {https://doi.org/10.1016/j.jvcir.2015.08.017},
doi = {10.1016/J.JVCIR.2015.08.017},
timestamp = {Sun, 19 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jvcir/ShaoLE15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/siamis/RomanoE15,
author = {Yaniv Romano and
Michael Elad},
title = {Boosting of Image Denoising Algorithms},
journal = {{SIAM} J. Imaging Sci.},
volume = {8},
number = {2},
pages = {1187--1219},
year = {2015},
url = {https://doi.org/10.1137/140990978},
doi = {10.1137/140990978},
timestamp = {Tue, 14 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/siamis/RomanoE15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/siamis/GiryesEB15,
author = {Raja Giryes and
Michael Elad and
Alfred M. Bruckstein},
title = {Sparsity Based Methods for Overparameterized Variational Problems},
journal = {{SIAM} J. Imaging Sci.},
volume = {8},
number = {3},
pages = {2133--2159},
year = {2015},
url = {https://doi.org/10.1137/140998585},
doi = {10.1137/140998585},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/siamis/GiryesEB15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sigpro/BahatSE15,
author = {Yuval Bahat and
Yoav Y. Schechner and
Michael Elad},
title = {Self-content-based audio inpainting},
journal = {Signal Process.},
volume = {111},
pages = {61--72},
year = {2015},
url = {https://doi.org/10.1016/j.sigpro.2014.11.023},
doi = {10.1016/J.SIGPRO.2014.11.023},
timestamp = {Sat, 22 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/sigpro/BahatSE15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmi/BoublilESZ15,
author = {David Boublil and
Michael Elad and
Joseph Shtok and
Michael Zibulevsky},
title = {Spatially-Adaptive Reconstruction in Computed Tomography Using Neural
Networks},
journal = {{IEEE} Trans. Medical Imaging},
volume = {34},
number = {7},
pages = {1474--1485},
year = {2015},
url = {https://doi.org/10.1109/TMI.2015.2401131},
doi = {10.1109/TMI.2015.2401131},
timestamp = {Thu, 18 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmi/BoublilESZ15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/AdlerEH15,
author = {Amir Adler and
Michael Elad and
Yacov Hel{-}Or},
title = {Linear-Time Subspace Clustering via Bipartite Graph Modeling},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
volume = {26},
number = {10},
pages = {2234--2246},
year = {2015},
url = {https://doi.org/10.1109/TNNLS.2014.2374631},
doi = {10.1109/TNNLS.2014.2374631},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tnn/AdlerEH15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/vlsisp/AdlerEHR15,
author = {Amir Adler and
Michael Elad and
Yacov Hel{-}Or and
Ehud Rivlin},
title = {Sparse Coding with Anomaly Detection},
journal = {J. Signal Process. Syst.},
volume = {79},
number = {2},
pages = {179--188},
year = {2015},
url = {https://doi.org/10.1007/s11265-014-0913-0},
doi = {10.1007/S11265-014-0913-0},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/vlsisp/AdlerEHR15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/TurekSEY15,
author = {Javier S. Turek and
Jeremias Sulam and
Michael Elad and
Irad Yavneh},
title = {Fusion of ultrasound harmonic imaging with clutter removal using sparse
signal separation},
booktitle = {2015 {IEEE} International Conference on Acoustics, Speech and Signal
Processing, {ICASSP} 2015, South Brisbane, Queensland, Australia,
April 19-24, 2015},
pages = {793--797},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/ICASSP.2015.7178078},
doi = {10.1109/ICASSP.2015.7178078},
timestamp = {Wed, 16 Oct 2019 14:14:52 +0200},
biburl = {https://dblp.org/rec/conf/icassp/TurekSEY15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/RomanoE15,
author = {Yaniv Romano and
Michael Elad},
title = {Patch-disagreement as away to improve {K-SVD} denoising},
booktitle = {2015 {IEEE} International Conference on Acoustics, Speech and Signal
Processing, {ICASSP} 2015, South Brisbane, Queensland, Australia,
April 19-24, 2015},
pages = {1280--1284},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/ICASSP.2015.7178176},
doi = {10.1109/ICASSP.2015.7178176},
timestamp = {Fri, 19 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/RomanoE15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icig/ShaoE15,
author = {Wenze Shao and
Michael Elad},
editor = {Yu{-}Jin Zhang},
title = {Simple, Accurate, and Robust Nonparametric Blind Super-Resolution},
booktitle = {Image and Graphics - 8th International Conference, {ICIG} 2015, Tianjin,
China, August 13-16, 2015, Proceedings, Part {III}},
series = {Lecture Notes in Computer Science},
volume = {9219},
pages = {333--348},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-21969-1\_29},
doi = {10.1007/978-3-319-21969-1\_29},
timestamp = {Tue, 20 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icig/ShaoE15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isbi/PlengeCPWSE15,
author = {Esben Plenge and
Mitchell A. Cooper and
Martin R. Prince and
Yi Wang and
Pascal Spincemaille and
Michael Elad},
title = {Reconstruction of highly under-sampled dynamic {MRI} using sparse
representation of 1D temporal snippets},
booktitle = {12th {IEEE} International Symposium on Biomedical Imaging, {ISBI}
2015, Brooklyn, NY, USA, April 16-19, 2015},
pages = {1240--1243},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/ISBI.2015.7164098},
doi = {10.1109/ISBI.2015.7164098},
timestamp = {Wed, 04 Oct 2023 17:01:25 +0200},
biburl = {https://dblp.org/rec/conf/isbi/PlengeCPWSE15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/RomanoE15,
author = {Yaniv Romano and
Michael Elad},
title = {{SOS} Boosting of Image Denoising Algorithms},
journal = {CoRR},
volume = {abs/1502.06220},
year = {2015},
url = {http://arxiv.org/abs/1502.06220},
eprinttype = {arXiv},
eprint = {1502.06220},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/RomanoE15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ShaoE15,
author = {Wen{-}Ze Shao and
Michael Elad},
title = {Simple, Accurate, and Robust Nonparametric Blind Super-Resolution},
journal = {CoRR},
volume = {abs/1503.03187},
year = {2015},
url = {http://arxiv.org/abs/1503.03187},
eprinttype = {arXiv},
eprint = {1503.03187},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/ShaoE15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/GoltsE15,
author = {Alona Golts and
Michael Elad},
title = {Linearized Kernel Dictionary Learning},
journal = {CoRR},
volume = {abs/1509.05634},
year = {2015},
url = {http://arxiv.org/abs/1509.05634},
eprinttype = {arXiv},
eprint = {1509.05634},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/GoltsE15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/DarBEG15,
author = {Yehuda Dar and
Alfred M. Bruckstein and
Michael Elad and
Raja Giryes},
title = {Postprocessing of Compressed Images via Sequential Denoising},
journal = {CoRR},
volume = {abs/1510.09041},
year = {2015},
url = {http://arxiv.org/abs/1510.09041},
eprinttype = {arXiv},
eprint = {1510.09041},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/DarBEG15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/RondGE15,
author = {Arie Rond and
Raja Giryes and
Michael Elad},
title = {Poisson Inverse Problems by the Plug-and-Play scheme},
journal = {CoRR},
volume = {abs/1511.02500},
year = {2015},
url = {http://arxiv.org/abs/1511.02500},
eprinttype = {arXiv},
eprint = {1511.02500},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/RondGE15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/dsp/TurekYE14,
author = {Javier Turek and
Irad Yavneh and
Michael Elad},
title = {On {MAP} and {MMSE} estimators for the co-sparse analysis model},
journal = {Digit. Signal Process.},
volume = {28},
pages = {57--74},
year = {2014},
url = {https://doi.org/10.1016/j.dsp.2014.02.002},
doi = {10.1016/J.DSP.2014.02.002},
timestamp = {Thu, 20 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/dsp/TurekYE14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/spl/RamCE14,
author = {Idan Ram and
Israel Cohen and
Michael Elad},
title = {Facial Image Compression using Patch-Ordering-Based Adaptive Wavelet
Transform},
journal = {{IEEE} Signal Process. Lett.},
volume = {21},
number = {10},
pages = {1270--1274},
year = {2014},
url = {https://doi.org/10.1109/LSP.2014.2332276},
doi = {10.1109/LSP.2014.2332276},
timestamp = {Sun, 28 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/spl/RamCE14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tip/PelegE14,
author = {Tomer Peleg and
Michael Elad},
title = {A Statistical Prediction Model Based on Sparse Representations for
Single Image Super-Resolution},
journal = {{IEEE} Trans. Image Process.},
volume = {23},
number = {6},
pages = {2569--2582},
year = {2014},
url = {https://doi.org/10.1109/TIP.2014.2305844},
doi = {10.1109/TIP.2014.2305844},
timestamp = {Sun, 10 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tip/PelegE14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tip/RamCE14,
author = {Idan Ram and
Israel Cohen and
Michael Elad},
title = {Patch-Ordering-Based Wavelet Frame and Its Use in Inverse Problems},
journal = {{IEEE} Trans. Image Process.},
volume = {23},
number = {7},
pages = {2779--2792},
year = {2014},
url = {https://doi.org/10.1109/TIP.2014.2319739},
doi = {10.1109/TIP.2014.2319739},
timestamp = {Sun, 10 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tip/RamCE14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tip/RomanoPE14,
author = {Yaniv Romano and
Matan Protter and
Michael Elad},
title = {Single Image Interpolation Via Adaptive Nonlocal Sparsity-Based Modeling},
journal = {{IEEE} Trans. Image Process.},
volume = {23},
number = {7},
pages = {3085--3098},
year = {2014},
url = {https://doi.org/10.1109/TIP.2014.2325774},
doi = {10.1109/TIP.2014.2325774},
timestamp = {Sun, 10 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tip/RomanoPE14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tip/GiryesE14,
author = {Raja Giryes and
Michael Elad},
title = {Sparsity-Based Poisson Denoising With Dictionary Learning},
journal = {{IEEE} Trans. Image Process.},
volume = {23},
number = {12},
pages = {5057--5069},
year = {2014},
url = {https://doi.org/10.1109/TIP.2014.2362057},
doi = {10.1109/TIP.2014.2362057},
timestamp = {Sun, 10 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tip/GiryesE14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsp/RubinsteinE14,
author = {Ron Rubinstein and
Michael Elad},
title = {Dictionary Learning for Analysis-Synthesis Thresholding},
journal = {{IEEE} Trans. Signal Process.},
volume = {62},
number = {22},
pages = {5962--5972},
year = {2014},
url = {https://doi.org/10.1109/TSP.2014.2360157},
doi = {10.1109/TSP.2014.2360157},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tsp/RubinsteinE14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emmcvpr/SulamE14,
author = {Jeremias Sulam and
Michael Elad},
editor = {Xue{-}Cheng Tai and
Egil Bae and
Tony F. Chan and
Marius Lysaker},
title = {Expected Patch Log Likelihood with a Sparse Prior},
booktitle = {Energy Minimization Methods in Computer Vision and Pattern Recognition
- 10th International Conference, {EMMCVPR} 2015, Hong Kong, China,
January 13-16, 2015. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {8932},
pages = {99--111},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-319-14612-6\_8},
doi = {10.1007/978-3-319-14612-6\_8},
timestamp = {Tue, 14 May 2019 10:00:54 +0200},
biburl = {https://dblp.org/rec/conf/emmcvpr/SulamE14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icip/SulamOE14,
author = {Jeremias Sulam and
Boaz Ophir and
Michael Elad},
title = {Image denoising through multi-scale learnt dictionaries},
booktitle = {2014 {IEEE} International Conference on Image Processing, {ICIP} 2014,
Paris, France, October 27-30, 2014},
pages = {808--812},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/ICIP.2014.7025162},
doi = {10.1109/ICIP.2014.7025162},
timestamp = {Wed, 16 Oct 2019 14:14:52 +0200},
biburl = {https://dblp.org/rec/conf/icip/SulamOE14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icip/GiryesE14,
author = {Raja Giryes and
Michael Elad},
title = {Sparsity based poisson inpainting},
booktitle = {2014 {IEEE} International Conference on Image Processing, {ICIP} 2014,
Paris, France, October 27-30, 2014},
pages = {2839--2843},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/ICIP.2014.7025574},
doi = {10.1109/ICIP.2014.7025574},
timestamp = {Fri, 02 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icip/GiryesE14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/GiryesEB14,
author = {Raja Giryes and
Michael Elad and
Alfred M. Bruckstein},
title = {Sparsity Based Methods for Overparametrized Variational Problems},
journal = {CoRR},
volume = {abs/1405.4969},
year = {2014},
url = {http://arxiv.org/abs/1405.4969},
eprinttype = {arXiv},
eprint = {1405.4969},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/GiryesEB14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ShaoLE14,
author = {Wen{-}Ze Shao and
Haibo Li and
Michael Elad},
title = {Bi-l0-l2-Norm Regularization for Blind Motion Deblurring},
journal = {CoRR},
volume = {abs/1408.4712},
year = {2014},
url = {http://arxiv.org/abs/1408.4712},
eprinttype = {arXiv},
eprint = {1408.4712},
timestamp = {Sun, 19 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/ShaoLE14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijbi/ShtokEZ13,
author = {Joseph Shtok and
Michael Elad and
Michael Zibulevsky},
title = {Learned Shrinkage Approach for Low-Dose Reconstruction in Computed
Tomography},
journal = {Int. J. Biomed. Imaging},
volume = {2013},
pages = {609274:1--609274:20},
year = {2013},
url = {https://doi.org/10.1155/2013/609274},
doi = {10.1155/2013/609274},
timestamp = {Sun, 21 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijbi/ShtokEZ13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/spl/AdlerEH13,
author = {Amir Adler and
Michael Elad and
Yacov Hel{-}Or},
title = {Probabilistic Subspace Clustering Via Sparse Representations},
journal = {{IEEE} Signal Process. Lett.},
volume = {20},
number = {1},
pages = {63--66},
year = {2013},
url = {https://doi.org/10.1109/LSP.2012.2229705},
doi = {10.1109/LSP.2012.2229705},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/spl/AdlerEH13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/spl/SmithE13,
author = {Leslie N. Smith and
Michael Elad},
title = {Improving Dictionary Learning: Multiple Dictionary Updates and Coefficient
Reuse},
journal = {{IEEE} Signal Process. Lett.},
volume = {20},
number = {1},
pages = {79--82},
year = {2013},
url = {https://doi.org/10.1109/LSP.2012.2229976},
doi = {10.1109/LSP.2012.2229976},
timestamp = {Sun, 28 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/spl/SmithE13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tip/RamEC13,
author = {Idan Ram and
Michael Elad and
Israel Cohen},
title = {Image Processing Using Smooth Ordering of its Patches},
journal = {{IEEE} Trans. Image Process.},
volume = {22},
number = {7},
pages = {2764--2774},
year = {2013},
url = {https://doi.org/10.1109/TIP.2013.2257813},
doi = {10.1109/TIP.2013.2257813},
timestamp = {Sat, 30 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tip/RamEC13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tit/PelegE13,
author = {Tomer Peleg and
Michael Elad},
title = {Performance Guarantees of the Thresholding Algorithm for the Cosparse
Analysis Model},
journal = {{IEEE} Trans. Inf. Theory},
volume = {59},
number = {3},
pages = {1832--1845},
year = {2013},
url = {https://doi.org/10.1109/TIT.2012.2226924},
doi = {10.1109/TIT.2012.2226924},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tit/PelegE13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsp/RubinsteinPE13,
author = {Ron Rubinstein and
Tomer Peleg and
Michael Elad},
title = {Analysis {K-SVD:} {A} Dictionary-Learning Algorithm for the Analysis
Sparse Model},
journal = {{IEEE} Trans. Signal Process.},
volume = {61},
number = {3},
pages = {661--677},
year = {2013},
url = {https://doi.org/10.1109/TSP.2012.2226445},
doi = {10.1109/TSP.2012.2226445},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tsp/RubinsteinPE13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/RamEC13,
author = {Idan Ram and
Michael Elad and
Israel Cohen},
title = {Image denoising using NL-means via smooth patch ordering},
booktitle = {{IEEE} International Conference on Acoustics, Speech and Signal Processing,
{ICASSP} 2013, Vancouver, BC, Canada, May 26-31, 2013},
pages = {1350--1354},
publisher = {{IEEE}},
year = {2013},
url = {https://doi.org/10.1109/ICASSP.2013.6637871},
doi = {10.1109/ICASSP.2013.6637871},
timestamp = {Wed, 16 Oct 2019 14:14:52 +0200},
biburl = {https://dblp.org/rec/conf/icassp/RamEC13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/GiryesE13,
author = {Raja Giryes and
Michael Elad},
title = {Can we allow linear dependencies in the dictionary in the sparse synthesis
framework?},
booktitle = {{IEEE} International Conference on Acoustics, Speech and Signal Processing,
{ICASSP} 2013, Vancouver, BC, Canada, May 26-31, 2013},
pages = {5459--5463},
publisher = {{IEEE}},
year = {2013},
url = {https://doi.org/10.1109/ICASSP.2013.6638707},
doi = {10.1109/ICASSP.2013.6638707},
timestamp = {Fri, 02 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icassp/GiryesE13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icip/RomanoE13,
author = {Yaniv Romano and
Michael Elad},
title = {Improving {K-SVD} denoising by post-processing its method-noise},
booktitle = {{IEEE} International Conference on Image Processing, {ICIP} 2013,
Melbourne, Australia, September 15-18, 2013},
pages = {435--439},
publisher = {{IEEE}},
year = {2013},
url = {https://doi.org/10.1109/ICIP.2013.6738090},
doi = {10.1109/ICIP.2013.6738090},
timestamp = {Wed, 16 Oct 2019 14:14:52 +0200},
biburl = {https://dblp.org/rec/conf/icip/RomanoE13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsp/AdlerEHR13,
author = {Amir Adler and
Michael Elad and
Yacov Hel{-}Or and
Ehud Rivlin},
title = {Sparse coding with anomaly detection},
booktitle = {{IEEE} International Workshop on Machine Learning for Signal Processing,
{MLSP} 2013, Southampton, United Kingdom, September 22-25, 2013},
pages = {1--6},
publisher = {{IEEE}},
year = {2013},
url = {https://doi.org/10.1109/MLSP.2013.6661898},
doi = {10.1109/MLSP.2013.6661898},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mlsp/AdlerEHR13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1303-5655,
author = {Raja Giryes and
Michael Elad},
title = {Can we allow linear dependencies in the dictionary in the sparse synthesis
framework?},
journal = {CoRR},
volume = {abs/1303.5655},
year = {2013},
url = {http://arxiv.org/abs/1303.5655},
eprinttype = {arXiv},
eprint = {1303.5655},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1303-5655.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/GiryesE13,
author = {Raja Giryes and
Michael Elad},
title = {Sparsity Based Poisson Denoising with Dictionary Learning},
journal = {CoRR},
volume = {abs/1309.4306},
year = {2013},
url = {http://arxiv.org/abs/1309.4306},
eprinttype = {arXiv},
eprint = {1309.4306},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/GiryesE13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ShtokZE13,
author = {Joseph Shtok and
Michael Zibulevsky and
Michael Elad},
title = {Spatially-Adaptive Reconstruction in Computed Tomography using Neural
Networks},
journal = {CoRR},
volume = {abs/1311.7251},
year = {2013},
url = {http://arxiv.org/abs/1311.7251},
eprinttype = {arXiv},
eprint = {1311.7251},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/ShtokZE13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/spl/RamEC12,
author = {Idan Ram and
Michael Elad and
Israel Cohen},
title = {Redundant Wavelets on Graphs and High Dimensional Data Clouds},
journal = {{IEEE} Signal Process. Lett.},
volume = {19},
number = {5},
pages = {291--294},
year = {2012},
url = {https://doi.org/10.1109/LSP.2012.2190983},
doi = {10.1109/LSP.2012.2190983},
timestamp = {Sun, 28 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/spl/RamEC12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/spl/Elad12,
author = {Michael Elad},
title = {Sparse and Redundant Representation Modeling - What Next?},
journal = {{IEEE} Signal Process. Lett.},
volume = {19},
number = {12},
pages = {922--928},
year = {2012},
url = {https://doi.org/10.1109/LSP.2012.2224655},
doi = {10.1109/LSP.2012.2224655},
timestamp = {Wed, 04 Jul 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/spl/Elad12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/taslp/AdlerEJEGP12,
author = {Amir Adler and
Valentin Emiya and
Maria G. Jafari and
Michael Elad and
R{\'{e}}mi Gribonval and
Mark D. Plumbley},
title = {Audio Inpainting},
journal = {{IEEE} Trans. Speech Audio Process.},
volume = {20},
number = {3},
pages = {922--932},
year = {2012},
url = {https://doi.org/10.1109/TASL.2011.2168211},
doi = {10.1109/TASL.2011.2168211},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/taslp/AdlerEJEGP12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsp/GiryesE12,
author = {Raja Giryes and
Michael Elad},
title = {RIP-Based Near-Oracle Performance Guarantees for SP, CoSaMP, and {IHT}},
journal = {{IEEE} Trans. Signal Process.},
volume = {60},
number = {3},
pages = {1465--1468},
year = {2012},
url = {https://doi.org/10.1109/TSP.2011.2174985},
doi = {10.1109/TSP.2011.2174985},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tsp/GiryesE12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsp/PelegEE12,
author = {Tomer Peleg and
Yonina C. Eldar and
Michael Elad},
title = {Exploiting Statistical Dependencies in Sparse Representations for
Signal Recovery},
journal = {{IEEE} Trans. Signal Process.},
volume = {60},
number = {5},
pages = {2286--2303},
year = {2012},
url = {https://doi.org/10.1109/TSP.2012.2188520},
doi = {10.1109/TSP.2012.2188520},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tsp/PelegEE12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/SegevSE12,
author = {Dana Segev and
Yoav Y. Schechner and
Michael Elad},
title = {Example-based cross-modal denoising},
booktitle = {2012 {IEEE} Conference on Computer Vision and Pattern Recognition,
Providence, RI, USA, June 16-21, 2012},
pages = {486--493},
publisher = {{IEEE} Computer Society},
year = {2012},
url = {https://doi.org/10.1109/CVPR.2012.6247712},
doi = {10.1109/CVPR.2012.6247712},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/SegevSE12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eusipco/GiryesE12,
author = {Raja Giryes and
Michael Elad},
title = {Cosamp and {SP} for the cosparse analysis model},
booktitle = {Proceedings of the 20th European Signal Processing Conference, {EUSIPCO}
2012, Bucharest, Romania, August 27-31, 2012},
pages = {964--968},
publisher = {{IEEE}},
year = {2012},
url = {https://ieeexplore.ieee.org/document/6333836/},
timestamp = {Mon, 09 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/eusipco/GiryesE12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/RubinsteinFE12,
author = {Ron Rubinstein and
Tomer Faktor and
Michael Elad},
title = {{K-SVD} dictionary-learning for the analysis sparse model},
booktitle = {2012 {IEEE} International Conference on Acoustics, Speech and Signal
Processing, {ICASSP} 2012, Kyoto, Japan, March 25-30, 2012},
pages = {5405--5408},
publisher = {{IEEE}},
year = {2012},
url = {https://doi.org/10.1109/ICASSP.2012.6289143},
doi = {10.1109/ICASSP.2012.6289143},
timestamp = {Wed, 16 Oct 2019 14:14:52 +0200},
biburl = {https://dblp.org/rec/conf/icassp/RubinsteinFE12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1203-2769,
author = {Tomer Peleg and
Michael Elad},
title = {Performance Guarantees of the Thresholding Algorithm for the Co-Sparse
Analysis Model},
journal = {CoRR},
volume = {abs/1203.2769},
year = {2012},
url = {http://arxiv.org/abs/1203.2769},
eprinttype = {arXiv},
eprint = {1203.2769},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1203-2769.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1210-3832,
author = {Idan Ram and
Michael Elad and
Israel Cohen},
title = {Image Processing using Smooth Ordering of its Patches},
journal = {CoRR},
volume = {abs/1210.3832},
year = {2012},
url = {http://arxiv.org/abs/1210.3832},
eprinttype = {arXiv},
eprint = {1210.3832},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1210-3832.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jstsp/StarckFENT11,
author = {Jean{-}Luc Starck and
Jalal Fadili and
Michael Elad and
Robert D. Nowak and
Panagiotis Tsakalides},
title = {Introduction to the issue on Adaptive Sparse Representation of Data
and Applications in Signal and Image Processing},
journal = {{IEEE} J. Sel. Top. Signal Process.},
volume = {5},
number = {5},
pages = {893--895},
year = {2011},
url = {https://doi.org/10.1109/JSTSP.2011.2162154},
doi = {10.1109/JSTSP.2011.2162154},
timestamp = {Thu, 09 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jstsp/StarckFENT11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jstsp/OphirLE11,
author = {Boaz Ophir and
Michael Lustig and
Michael Elad},
title = {Multi-Scale Dictionary Learning Using Wavelets},
journal = {{IEEE} J. Sel. Top. Signal Process.},
volume = {5},
number = {5},
pages = {1014--1024},
year = {2011},
url = {https://doi.org/10.1109/JSTSP.2011.2155032},
doi = {10.1109/JSTSP.2011.2155032},
timestamp = {Thu, 09 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jstsp/OphirLE11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsp/TurekYE11,
author = {Javier Turek and
Irad Yavneh and
Michael Elad},
title = {On {MMSE} and {MAP} Denoising Under Sparse Representation Modeling
Over a Unitary Dictionary},
journal = {{IEEE} Trans. Signal Process.},
volume = {59},
number = {8},
pages = {3526--3535},
year = {2011},
url = {https://doi.org/10.1109/TSP.2011.2151190},
doi = {10.1109/TSP.2011.2151190},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tsp/TurekYE11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsp/RamEC11,
author = {Idan Ram and
Michael Elad and
Israel Cohen},
title = {Generalized Tree-Based Wavelet Transform},
journal = {{IEEE} Trans. Signal Process.},
volume = {59},
number = {9},
pages = {4199--4209},
year = {2011},
url = {https://doi.org/10.1109/TSP.2011.2158428},
doi = {10.1109/TSP.2011.2158428},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tsp/RamEC11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/camsap/NamDEG11,
author = {Sangnam Nam and
Michael E. Davies and
Michael Elad and
R{\'{e}}mi Gribonval},
title = {Recovery of cosparse signals with Greedy Analysis Pursuit in the presence
of noise},
booktitle = {4th {IEEE} International Workshop on Computational Advances in Multi-Sensor
Adaptive Processing, {CAMSAP} 2011, San Juan, PR, USA, December 13-16,
2011},
pages = {361--364},
publisher = {{IEEE}},
year = {2011},
url = {https://doi.org/10.1109/CAMSAP.2011.6136026},
doi = {10.1109/CAMSAP.2011.6136026},
timestamp = {Wed, 26 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/camsap/NamDEG11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eusipco/OphirEBP11,
author = {Boaz Ophir and
Michael Elad and
Nancy Bertin and
Mark D. Plumbley},
title = {Sequential minimal eigenvalues - an approach to analysis dictionary
learning},
booktitle = {Proceedings of the 19th European Signal Processing Conference, {EUSIPCO}
2011, Barcelona, Spain, August 29 - Sept. 2, 2011},
pages = {1465--1469},
publisher = {{IEEE}},
year = {2011},
url = {https://ieeexplore.ieee.org/document/7074010/},
timestamp = {Mon, 09 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/eusipco/OphirEBP11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eusipco/GiryesE11,
author = {Raja Giryes and
Michael Elad},
title = {Denoising with greedy-like pursuit algorithms},
booktitle = {Proceedings of the 19th European Signal Processing Conference, {EUSIPCO}
2011, Barcelona, Spain, August 29 - Sept. 2, 2011},
pages = {1475--1479},
publisher = {{IEEE}},
year = {2011},
url = {https://ieeexplore.ieee.org/document/7073929/},
timestamp = {Mon, 09 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/eusipco/GiryesE11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/AdlerEJEGP11,
author = {Amir Adler and
Valentin Emiya and
Maria G. Jafari and
Michael Elad and
R{\'{e}}mi Gribonval and
Mark D. Plumbley},
title = {A constrained matching pursuit approach to audio declipping},
booktitle = {Proceedings of the {IEEE} International Conference on Acoustics, Speech,
and Signal Processing, {ICASSP} 2011, May 22-27, 2011, Prague Congress
Center, Prague, Czech Republic},
pages = {329--332},
publisher = {{IEEE}},
year = {2011},
url = {https://doi.org/10.1109/ICASSP.2011.5946407},
doi = {10.1109/ICASSP.2011.5946407},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/AdlerEJEGP11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/ShtokEZ11,
author = {Joseph Shtok and
Michael Elad and
Michael Zibulevsky},
title = {Sparsity-based Sinogram Denoising for low-dose Computed Tomography},
booktitle = {Proceedings of the {IEEE} International Conference on Acoustics, Speech,
and Signal Processing, {ICASSP} 2011, May 22-27, 2011, Prague Congress
Center, Prague, Czech Republic},
pages = {569--572},
publisher = {{IEEE}},
year = {2011},
url = {https://doi.org/10.1109/ICASSP.2011.5946467},
doi = {10.1109/ICASSP.2011.5946467},
timestamp = {Fri, 19 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/ShtokEZ11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/NamDEG11,
author = {Sangnam Nam and
Michael E. Davies and
Michael Elad and
R{\'{e}}mi Gribonval},
title = {Cosparse analysis modeling - uniqueness and algorithms},
booktitle = {Proceedings of the {IEEE} International Conference on Acoustics, Speech,
and Signal Processing, {ICASSP} 2011, May 22-27, 2011, Prague Congress
Center, Prague, Czech Republic},
pages = {5804--5807},
publisher = {{IEEE}},
year = {2011},
url = {https://doi.org/10.1109/ICASSP.2011.5947680},
doi = {10.1109/ICASSP.2011.5947680},
timestamp = {Wed, 26 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/NamDEG11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/FaktorEE11,
author = {Tomer Faktor and
Yonina C. Eldar and
Michael Elad},
title = {Denoising of image patches via sparse representations with learned
statistical dependencies},
booktitle = {Proceedings of the {IEEE} International Conference on Acoustics, Speech,
and Signal Processing, {ICASSP} 2011, May 22-27, 2011, Prague Congress
Center, Prague, Czech Republic},
pages = {5820--5823},
publisher = {{IEEE}},
year = {2011},
url = {https://doi.org/10.1109/ICASSP.2011.5947684},
doi = {10.1109/ICASSP.2011.5947684},
timestamp = {Fri, 19 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/FaktorEE11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1106-4987,
author = {Sangnam Nam and
Mike E. Davies and
Michael Elad and
R{\'{e}}mi Gribonval},
title = {The Cosparse Analysis Model and Algorithms},
journal = {CoRR},
volume = {abs/1106.4987},
year = {2011},
url = {http://arxiv.org/abs/1106.4987},
eprinttype = {arXiv},
eprint = {1106.4987},
timestamp = {Wed, 26 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1106-4987.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1111-4619,
author = {Idan Ram and
Michael Elad and
Israel Cohen},
title = {Redundant Wavelets on Graphs and High Dimensional Data Clouds},
journal = {CoRR},
volume = {abs/1111.4619},
year = {2011},
url = {http://arxiv.org/abs/1111.4619},
eprinttype = {arXiv},
eprint = {1111.4619},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1111-4619.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/dagstuhl-reports/DahlkeEEKT11,
author = {Stephan Dahlke and
Michael Elad and
Yonina C. Eldar and
Gitta Kutyniok and
Gerd Teschke},
title = {Sparse Representations and Efficient Sensing of Data (Dagstuhl Seminar
11051)},
journal = {Dagstuhl Reports},
volume = {1},
number = {1},
pages = {108--127},
year = {2011},
url = {https://doi.org/10.4230/DagRep.1.1.108},
doi = {10.4230/DAGREP.1.1.108},
timestamp = {Wed, 07 Jun 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/dagstuhl-reports/DahlkeEEKT11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@book{DBLP:books/daglib/0025129,
author = {Michael Elad},
title = {Sparse and Redundant Representations - From Theory to Applications
in Signal and Image Processing},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-1-4419-7011-4},
doi = {10.1007/978-1-4419-7011-4},
isbn = {978-1-4419-7010-7},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/books/daglib/0025129.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cacm/EladG10,
author = {Michael Elad and
Raja Giryes},
title = {Iterative signal recovery from incomplete samples: technical perspective},
journal = {Commun. {ACM}},
volume = {53},
number = {12},
pages = {92},
year = {2010},
url = {https://doi.org/10.1145/1859204.1859228},
doi = {10.1145/1859204.1859228},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cacm/EladG10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cj/EladD10,
author = {Michael Elad and
Dmitry Datsenko},
title = {Corrigendum: Example-Based Regularization Deployed to Super-Resolution
Reconstruction of a Single Image},
journal = {Comput. J.},
volume = {53},
number = {7},
pages = {1131},
year = {2010},
url = {https://doi.org/10.1093/comjnl/bxp097},
doi = {10.1093/COMJNL/BXP097},
timestamp = {Sat, 20 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cj/EladD10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cse/FadiliSED10,
author = {Mohamed{-}Jalal Fadili and
Jean{-}Luc Starck and
Michael Elad and
David L. Donoho},
title = {MCALab: Reproducible Research in Signal and Image Decomposition and
Inpainting},
journal = {Comput. Sci. Eng.},
volume = {12},
number = {1},
pages = {44--63},
year = {2010},
url = {https://doi.org/10.1109/MCSE.2010.14},
doi = {10.1109/MCSE.2010.14},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/cse/FadiliSED10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pieee/BaraniukCEM10,
author = {Richard G. Baraniuk and
Emmanuel J. Cand{\`{e}}s and
Michael Elad and
Yi Ma},
title = {Applications of Sparse Representation and Compressive Sensing},
journal = {Proc. {IEEE}},
volume = {98},
number = {6},
pages = {906--909},
year = {2010},
url = {https://doi.org/10.1109/JPROC.2010.2047424},
doi = {10.1109/JPROC.2010.2047424},
timestamp = {Fri, 02 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pieee/BaraniukCEM10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pieee/EladFM10,
author = {Michael Elad and
M{\'{a}}rio A. T. Figueiredo and
Yi Ma},
title = {On the Role of Sparse and Redundant Representations in Image Processing},
journal = {Proc. {IEEE}},
volume = {98},
number = {6},
pages = {972--982},
year = {2010},
url = {https://doi.org/10.1109/JPROC.2009.2037655},
doi = {10.1109/JPROC.2009.2037655},
timestamp = {Wed, 03 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pieee/EladFM10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pieee/RubinsteinBE10,
author = {Ron Rubinstein and
Alfred M. Bruckstein and
Michael Elad},
title = {Dictionaries for Sparse Representation Modeling},
journal = {Proc. {IEEE}},
volume = {98},
number = {6},
pages = {1045--1057},
year = {2010},
url = {https://doi.org/10.1109/JPROC.2010.2040551},
doi = {10.1109/JPROC.2010.2040551},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pieee/RubinsteinBE10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/spm/ZibulevskyE10,
author = {Michael Zibulevsky and
Michael Elad},
title = {{L1-L2} Optimization in Signal and Image Processing},
journal = {{IEEE} Signal Process. Mag.},
volume = {27},
number = {3},
pages = {76--88},
year = {2010},
url = {https://doi.org/10.1109/MSP.2010.936023},
doi = {10.1109/MSP.2010.936023},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/spm/ZibulevskyE10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsp/RubinsteinZE10,
author = {Ron Rubinstein and
Michael Zibulevsky and
Michael Elad},
title = {Double sparsity: learning sparse dictionaries for sparse signal approximation},
journal = {{IEEE} Trans. Signal Process.},
volume = {58},
number = {3},
pages = {1553--1564},
year = {2010},
url = {https://doi.org/10.1109/TSP.2009.2036477},
doi = {10.1109/TSP.2009.2036477},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tsp/RubinsteinZE10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsp/ProtterYE10,
author = {Matan Protter and
Irad Yavneh and
Michael Elad},
title = {Closed-form {MMSE} estimation for signal denoising under sparse representation
modeling over a unitary dictionary},
journal = {{IEEE} Trans. Signal Process.},
volume = {58},
number = {7},
pages = {3471--3484},
year = {2010},
url = {https://doi.org/10.1109/TSP.2010.2046596},
doi = {10.1109/TSP.2010.2046596},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tsp/ProtterYE10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsp/Ben-HaimEE10,
author = {Zvika Ben{-}Haim and
Yonina C. Eldar and
Michael Elad},
title = {Coherence-based performance guarantees for estimating a sparse vector
under random noise},
journal = {{IEEE} Trans. Signal Process.},
volume = {58},
number = {10},
pages = {5030--5043},
year = {2010},
url = {https://doi.org/10.1109/TSP.2010.2052460},
doi = {10.1109/TSP.2010.2052460},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tsp/Ben-HaimEE10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cas/ZeydeEP10,
author = {Roman Zeyde and
Michael Elad and
Matan Protter},
editor = {Jean{-}Daniel Boissonnat and
Patrick Chenin and
Albert Cohen and
Christian Gout and
Tom Lyche and
Marie{-}Laurence Mazure and
Larry L. Schumaker},
title = {On Single Image Scale-Up Using Sparse-Representations},
booktitle = {Curves and Surfaces - 7th International Conference, Avignon, France,
June 24-30, 2010, Revised Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {6920},
pages = {711--730},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-3-642-27413-8\_47},
doi = {10.1007/978-3-642-27413-8\_47},
timestamp = {Tue, 14 May 2019 10:00:51 +0200},
biburl = {https://dblp.org/rec/conf/cas/ZeydeEP10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eccv/AdlerHE10,
author = {Amir Adler and
Yacov Hel{-}Or and
Michael Elad},
editor = {Kostas Daniilidis and
Petros Maragos and
Nikos Paragios},
title = {A Shrinkage Learning Approach for Single Image Super-Resolution with
Overcomplete Representations},
booktitle = {Computer Vision - {ECCV} 2010, 11th European Conference on Computer
Vision, Heraklion, Crete, Greece, September 5-11, 2010, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {6312},
pages = {622--635},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-3-642-15552-9\_45},
doi = {10.1007/978-3-642-15552-9\_45},
timestamp = {Thu, 27 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/eccv/AdlerHE10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/AdlerHE10,
author = {Amir Adler and
Yacov Hel{-}Or and
Michael Elad},
title = {A weighted discriminative approach for image denoising with overcomplete
representations},
booktitle = {Proceedings of the {IEEE} International Conference on Acoustics, Speech,
and Signal Processing, {ICASSP} 2010, 14-19 March 2010, Sheraton Dallas
Hotel, Dallas, Texas, {USA}},
pages = {782--785},
publisher = {{IEEE}},
year = {2010},
url = {https://doi.org/10.1109/ICASSP.2010.5494973},
doi = {10.1109/ICASSP.2010.5494973},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/AdlerHE10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/Ben-HaimEE10,
author = {Zvika Ben{-}Haim and
Yonina C. Eldar and
Michael Elad},
title = {Coherence-based near-oracle performance guarantees for sparse estimation
under Gaussian noise},
booktitle = {Proceedings of the {IEEE} International Conference on Acoustics, Speech,
and Signal Processing, {ICASSP} 2010, 14-19 March 2010, Sheraton Dallas
Hotel, Dallas, Texas, {USA}},
pages = {3590--3593},
publisher = {{IEEE}},
year = {2010},
url = {https://doi.org/10.1109/ICASSP.2010.5495919},
doi = {10.1109/ICASSP.2010.5495919},
timestamp = {Fri, 19 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/Ben-HaimEE10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1003-3984,
author = {Javier Turek and
Irad Yavneh and
Matan Protter and
Michael Elad},
title = {On {MMSE} and {MAP} Denoising Under Sparse Representation Modeling
Over a Unitary Dictionary},
journal = {CoRR},
volume = {abs/1003.3984},
year = {2010},
url = {http://arxiv.org/abs/1003.3984},
eprinttype = {arXiv},
eprint = {1003.3984},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1003-3984.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1003-3985,
author = {Raja Giryes and
Michael Elad and
Yonina C. Eldar},
title = {The Projected {GSURE} for Automatic Parameter Tuning in Iterative
Shrinkage Methods},
journal = {CoRR},
volume = {abs/1003.3985},
year = {2010},
url = {http://arxiv.org/abs/1003.3985},
eprinttype = {arXiv},
eprint = {1003.3985},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1003-3985.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1004-4329,
author = {Joseph Shtok and
Michael Elad},
title = {Analysis of Basis Pursuit Via Capacity Sets},
journal = {CoRR},
volume = {abs/1004.4329},
year = {2010},
url = {http://arxiv.org/abs/1004.4329},
eprinttype = {arXiv},
eprint = {1004.4329},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1004-4329.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1004-4373,
author = {Joseph Shtok and
Michael Zibulevsky and
Michael Elad},
title = {Spatially-Adaptive Reconstruction in Computed Tomography Based on
Statistical Learning},
journal = {CoRR},
volume = {abs/1004.4373},
year = {2010},
url = {http://arxiv.org/abs/1004.4373},
eprinttype = {arXiv},
eprint = {1004.4373},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1004-4373.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1010-5734,
author = {Tomer Faktor and
Yonina C. Eldar and
Michael Elad},
title = {Exploiting Statistical Dependencies in Sparse Representations for
Signal Recovery},
journal = {CoRR},
volume = {abs/1010.5734},
year = {2010},
url = {http://arxiv.org/abs/1010.5734},
eprinttype = {arXiv},
eprint = {1010.5734},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1010-5734.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1011-4615,
author = {Idan Ram and
Michael Elad and
Israel Cohen},
title = {Generalized Tree-Based Wavelet Transform},
journal = {CoRR},
volume = {abs/1011.4615},
year = {2010},
url = {http://arxiv.org/abs/1011.4615},
eprinttype = {arXiv},
eprint = {1011.4615},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1011-4615.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cj/EladD09,
author = {Michael Elad and
Dmitry Datsenko},
title = {Example-Based Regularization Deployed to Super-Resolution Reconstruction
of a Single Image},
journal = {Comput. J.},
volume = {52},
number = {1},
pages = {15--30},
year = {2009},
url = {https://doi.org/10.1093/comjnl/bxm008},
doi = {10.1093/COMJNL/BXM008},
timestamp = {Sat, 20 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cj/EladD09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/siamrev/BrucksteinDE09,
author = {Alfred M. Bruckstein and
David L. Donoho and
Michael Elad},
title = {From Sparse Solutions of Systems of Equations to Sparse Modeling of
Signals and Images},
journal = {{SIAM} Rev.},
volume = {51},
number = {1},
pages = {34--81},
year = {2009},
url = {https://doi.org/10.1137/060657704},
doi = {10.1137/060657704},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/siamrev/BrucksteinDE09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tip/ProtterE09,
author = {Matan Protter and
Michael Elad},
title = {Image Sequence Denoising via Sparse and Redundant Representations},
journal = {{IEEE} Trans. Image Process.},
volume = {18},
number = {1},
pages = {27--35},
year = {2009},
url = {https://doi.org/10.1109/TIP.2008.2008065},
doi = {10.1109/TIP.2008.2008065},
timestamp = {Sun, 10 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tip/ProtterE09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tip/ProtterETM09,
author = {Matan Protter and
Michael Elad and
Hiroyuki Takeda and
Peyman Milanfar},
title = {Generalizing the Nonlocal-Means to Super-Resolution Reconstruction},
journal = {{IEEE} Trans. Image Process.},
volume = {18},
number = {1},
pages = {36--51},
year = {2009},
url = {https://doi.org/10.1109/TIP.2008.2008067},
doi = {10.1109/TIP.2008.2008067},
timestamp = {Sun, 10 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tip/ProtterETM09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tip/ProtterE09a,
author = {Matan Protter and
Michael Elad},
title = {Super Resolution With Probabilistic Motion Estimation},
journal = {{IEEE} Trans. Image Process.},
volume = {18},
number = {8},
pages = {1899--1904},
year = {2009},
url = {https://doi.org/10.1109/TIP.2009.2022440},
doi = {10.1109/TIP.2009.2022440},
timestamp = {Sun, 10 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tip/ProtterE09a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tip/TakedaMPE09,
author = {Hiroyuki Takeda and
Peyman Milanfar and
Matan Protter and
Michael Elad},
title = {Super-Resolution Without Explicit Subpixel Motion Estimation},
journal = {{IEEE} Trans. Image Process.},
volume = {18},
number = {9},
pages = {1958--1975},
year = {2009},
url = {https://doi.org/10.1109/TIP.2009.2023703},
doi = {10.1109/TIP.2009.2023703},
timestamp = {Sun, 10 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tip/TakedaMPE09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tit/EladY09,
author = {Michael Elad and
Irad Yavneh},
title = {A plurality of sparse representations is better than the sparsest
one alone},
journal = {{IEEE} Trans. Inf. Theory},
volume = {55},
number = {10},
pages = {4701--4714},
year = {2009},
url = {https://doi.org/10.1109/TIT.2009.2027565},
doi = {10.1109/TIT.2009.2027565},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tit/EladY09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isbi/ShtokEZ09,
author = {Joseph Shtok and
Michael Elad and
Michael Zibulevsky},
title = {Direct Adaptive Algorithms for {CT} Reconstruction},
booktitle = {Proceedings of the 2009 {IEEE} International Symposium on Biomedical
Imaging: From Nano to Macro, Boston, MA, USA, June 28 - July 1, 2009},
pages = {181--184},
publisher = {{IEEE}},
year = {2009},
url = {https://doi.org/10.1109/ISBI.2009.5193013},
doi = {10.1109/ISBI.2009.5193013},
timestamp = {Wed, 04 Oct 2023 17:01:25 +0200},
biburl = {https://dblp.org/rec/conf/isbi/ShtokEZ09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jvcir/BrytE08,
author = {Ori Bryt and
Michael Elad},
title = {Compression of facial images using the {K-SVD} algorithm},
journal = {J. Vis. Commun. Image Represent.},
volume = {19},
number = {4},
pages = {270--282},
year = {2008},
url = {https://doi.org/10.1016/j.jvcir.2008.03.001},
doi = {10.1016/J.JVCIR.2008.03.001},
timestamp = {Sat, 22 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jvcir/BrytE08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mmas/MairalSE08,
author = {Julien Mairal and
Guillermo Sapiro and
Michael Elad},
title = {Learning Multiscale Sparse Representations for Image and Video Restoration},
journal = {Multiscale Model. Simul.},
volume = {7},
number = {1},
pages = {214--241},
year = {2008},
url = {https://doi.org/10.1137/070697653},
doi = {10.1137/070697653},
timestamp = {Tue, 31 Mar 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mmas/MairalSE08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/siamis/AharonE08,
author = {Michal Aharon and
Michael Elad},
title = {Sparse and Redundant Modeling of Image Content Using an Image-Signature-Dictionary},
journal = {{SIAM} J. Imaging Sci.},
volume = {1},
number = {3},
pages = {228--247},
year = {2008},
url = {https://doi.org/10.1137/07070156X},
doi = {10.1137/07070156X},
timestamp = {Tue, 14 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/siamis/AharonE08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tip/MairalES08,
author = {Julien Mairal and
Michael Elad and
Guillermo Sapiro},
title = {Sparse Representation for Color Image Restoration},
journal = {{IEEE} Trans. Image Process.},
volume = {17},
number = {1},
pages = {53--69},
year = {2008},
url = {https://doi.org/10.1109/TIP.2007.911828},
doi = {10.1109/TIP.2007.911828},
timestamp = {Sun, 10 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tip/MairalES08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tit/BrucksteinEZ08,
author = {Alfred M. Bruckstein and
Michael Elad and
Michael Zibulevsky},
title = {On the Uniqueness of Nonnegative Sparse Solutions to Underdetermined
Systems of Equations},
journal = {{IEEE} Trans. Inf. Theory},
volume = {54},
number = {11},
pages = {4813--4820},
year = {2008},
url = {https://doi.org/10.1109/TIT.2008.929920},
doi = {10.1109/TIT.2008.929920},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tit/BrucksteinEZ08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/BrucksteinEZ08,
author = {Alfred M. Bruckstein and
Michael Elad and
Michael Zibulevsky},
title = {On the uniqueness of non-negative sparse {\&} redundant representations},
booktitle = {Proceedings of the {IEEE} International Conference on Acoustics, Speech,
and Signal Processing, {ICASSP} 2008, March 30 - April 4, 2008, Caesars
Palace, Las Vegas, Nevada, {USA}},
pages = {5145--5148},
publisher = {{IEEE}},
year = {2008},
url = {https://doi.org/10.1109/ICASSP.2008.4518817},
doi = {10.1109/ICASSP.2008.4518817},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/BrucksteinEZ08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/dagstuhl/2008P8492,
editor = {Stephan Dahlke and
Ingrid Daubechies and
Michael Elad and
Gitta Kutyniok and
Gerd Teschke},
title = {Structured Decompositions and Efficient Algorithms, 30.11. - 05.12.2008},
series = {Dagstuhl Seminar Proceedings},
volume = {08492},
publisher = {Schloss Dagstuhl - Leibniz-Zentrum f{\"{u}}r Informatik, Germany},
year = {2008},
url = {http://drops.dagstuhl.de/portals/08492/},
timestamp = {Thu, 10 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dagstuhl/2008P8492.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dagstuhl/DahlkeDEKT08,
author = {Stephan Dahlke and
Ingrid Daubechies and
Michael Elad and
Gitta Kutyniok and
Gerd Teschke},
editor = {Stephan Dahlke and
Ingrid Daubechies and
Michael Elad and
Gitta Kutyniok and
Gerd Teschke},
title = {08492 Abstracts Collection - Structured Decompositions and Efficient
Algorithms},
booktitle = {Structured Decompositions and Efficient Algorithms, 30.11. - 05.12.2008},
series = {Dagstuhl Seminar Proceedings},
volume = {08492},
publisher = {Schloss Dagstuhl - Leibniz-Zentrum f{\"{u}}r Informatik, Germany},
year = {2008},
url = {http://drops.dagstuhl.de/opus/volltexte/2009/1886/},
timestamp = {Thu, 10 Jun 2021 13:02:08 +0200},
biburl = {https://dblp.org/rec/conf/dagstuhl/DahlkeDEKT08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dagstuhl/DahlkeDEKT08a,
author = {Stephan Dahlke and
Ingrid Daubechies and
Michael Elad and
Gitta Kutyniok and
Gerd Teschke},
editor = {Stephan Dahlke and
Ingrid Daubechies and
Michael Elad and
Gitta Kutyniok and
Gerd Teschke},
title = {08492 Executive Summary - Structured Decompositions and Efficient
Algorithms},
booktitle = {Structured Decompositions and Efficient Algorithms, 30.11. - 05.12.2008},
series = {Dagstuhl Seminar Proceedings},
volume = {08492},
publisher = {Schloss Dagstuhl - Leibniz-Zentrum f{\"{u}}r Informatik, Germany},
year = {2008},
url = {http://drops.dagstuhl.de/opus/volltexte/2009/1885/},
timestamp = {Thu, 23 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dagstuhl/DahlkeDEKT08a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dagstuhl/EladY08,
author = {Michael Elad and
Irad Yavneh},
editor = {Stephan Dahlke and
Ingrid Daubechies and
Michael Elad and
Gitta Kutyniok and
Gerd Teschke},
title = {A Weighted Average of Sparse Representations is Better than the Sparsest
One Alone},
booktitle = {Structured Decompositions and Efficient Algorithms, 30.11. - 05.12.2008},
series = {Dagstuhl Seminar Proceedings},
volume = {08492},
publisher = {Schloss Dagstuhl - Leibniz-Zentrum f{\"{u}}r Informatik, Germany},
year = {2008},
url = {http://drops.dagstuhl.de/opus/volltexte/2009/1882/},
timestamp = {Thu, 23 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dagstuhl/EladY08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijdar/StaelinEGSV07,
author = {Carl Staelin and
Michael Elad and
Darryl Greig and
Oded Shmueli and
Marie Vans},
title = {Biblio: automatic meta-data extraction},
journal = {Int. J. Document Anal. Recognit.},
volume = {10},
number = {2},
pages = {113--126},
year = {2007},
url = {https://doi.org/10.1007/s10032-006-0032-y},
doi = {10.1007/S10032-006-0032-Y},
timestamp = {Thu, 13 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijdar/StaelinEGSV07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jat/DonohoET07,
author = {David L. Donoho and
Michael Elad and
Vladimir N. Temlyakov},
title = {On Lebesgue-type inequalities for greedy approximation},
journal = {J. Approx. Theory},
volume = {147},
number = {2},
pages = {185--195},
year = {2007},
url = {https://doi.org/10.1016/j.jat.2007.01.004},
doi = {10.1016/J.JAT.2007.01.004},
timestamp = {Tue, 16 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jat/DonohoET07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mssp/DatsenkoE07,
author = {Dmitry Datsenko and
Michael Elad},
title = {Example-based single document image super-resolution: a global {MAP}
approach with outlier rejection},
journal = {Multidimens. Syst. Signal Process.},
volume = {18},
number = {2-3},
pages = {103--121},
year = {2007},
url = {https://doi.org/10.1007/s11045-007-0018-z},
doi = {10.1007/S11045-007-0018-Z},
timestamp = {Fri, 03 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mssp/DatsenkoE07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tip/EladGK07,
author = {Michael Elad and
Roman Goldenberg and
Ron Kimmel},
title = {Low Bit-Rate Compression of Facial Images},
journal = {{IEEE} Trans. Image Process.},
volume = {16},
number = {9},
pages = {2379--2383},
year = {2007},
url = {https://doi.org/10.1109/TIP.2007.903259},
doi = {10.1109/TIP.2007.903259},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tip/EladGK07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsp/KidronSE07,
author = {Einat Kidron and
Yoav Y. Schechner and
Michael Elad},
title = {Cross-Modal Localization via Sparsity},
journal = {{IEEE} Trans. Signal Process.},
volume = {55},
number = {4},
pages = {1390--1404},
year = {2007},
url = {https://doi.org/10.1109/TSP.2006.888095},
doi = {10.1109/TSP.2006.888095},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tsp/KidronSE07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsp/Elad07,
author = {Michael Elad},
title = {Optimized Projections for Compressed Sensing},
journal = {{IEEE} Trans. Signal Process.},
volume = {55},
number = {12},
pages = {5695--5702},
year = {2007},
url = {https://doi.org/10.1109/TSP.2007.900760},
doi = {10.1109/TSP.2007.900760},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tsp/Elad07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icip/MairalSE07,
author = {Julien Mairal and
Guillermo Sapiro and
Michael Elad},
title = {Multiscale Sparse Image Representationwith Learned Dictionaries},
booktitle = {Proceedings of the International Conference on Image Processing, {ICIP}
2007, September 16-19, 2007, San Antonio, Texas, {USA}},
pages = {105--108},
publisher = {{IEEE}},
year = {2007},
url = {https://doi.org/10.1109/ICIP.2007.4379257},
doi = {10.1109/ICIP.2007.4379257},
timestamp = {Wed, 16 Oct 2019 14:14:52 +0200},
biburl = {https://dblp.org/rec/conf/icip/MairalSE07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ejasp/Elad06,
author = {Michael Elad},
title = {Sparse Representations Are Most Likely to Be the Sparsest Possible},
journal = {{EURASIP} J. Adv. Signal Process.},
volume = {2006},
year = {2006},
url = {https://doi.org/10.1155/ASP/2006/96247},
doi = {10.1155/ASP/2006/96247},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ejasp/Elad06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ejasp/FarsiuEM06,
author = {Sina Farsiu and
Michael Elad and
Peyman Milanfar},
title = {Video-to-Video Dynamic Super-Resolution for Grayscale and Color Sequences},
journal = {{EURASIP} J. Adv. Signal Process.},
volume = {2006},
year = {2006},
url = {https://doi.org/10.1155/ASP/2006/61859},
doi = {10.1155/ASP/2006/61859},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ejasp/FarsiuEM06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sigpro/DonohoE06,
author = {David L. Donoho and
Michael Elad},
title = {On the stability of the basis pursuit in the presence of noise},
journal = {Signal Process.},
volume = {86},
number = {3},
pages = {511--532},
year = {2006},
url = {https://doi.org/10.1016/j.sigpro.2005.05.027},
doi = {10.1016/J.SIGPRO.2005.05.027},
timestamp = {Sat, 22 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/sigpro/DonohoE06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/spl/BobinMSE06,
author = {J{\'{e}}r{\^{o}}me Bobin and
Yassir Moudden and
Jean{-}Luc Starck and
Michael Elad},
title = {Morphological diversity and source separation},
journal = {{IEEE} Signal Process. Lett.},
volume = {13},
number = {7},
pages = {409--412},
year = {2006},
url = {https://doi.org/10.1109/LSP.2006.873141},
doi = {10.1109/LSP.2006.873141},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/spl/BobinMSE06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tip/FarsiuEM06,
author = {Sina Farsiu and
Michael Elad and
Peyman Milanfar},
title = {Multiframe demosaicing and super-resolution of color images},
journal = {{IEEE} Trans. Image Process.},
volume = {15},
number = {1},
pages = {141--159},
year = {2006},
url = {https://doi.org/10.1109/TIP.2005.860336},
doi = {10.1109/TIP.2005.860336},
timestamp = {Sun, 10 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tip/FarsiuEM06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tip/EladA06,
author = {Michael Elad and
Michal Aharon},
title = {Image Denoising Via Sparse and Redundant Representations Over Learned
Dictionaries},
journal = {{IEEE} Trans. Image Process.},
volume = {15},
number = {12},
pages = {3736--3745},
year = {2006},
url = {https://doi.org/10.1109/TIP.2006.881969},
doi = {10.1109/TIP.2006.881969},
timestamp = {Sun, 10 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tip/EladA06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tit/DonohoET06,
author = {David L. Donoho and
Michael Elad and
Vladimir N. Temlyakov},
title = {Stable recovery of sparse overcomplete representations in the presence
of noise},
journal = {{IEEE} Trans. Inf. Theory},
volume = {52},
number = {1},
pages = {6--18},
year = {2006},
url = {https://doi.org/10.1109/TIT.2005.860430},
doi = {10.1109/TIT.2005.860430},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tit/DonohoET06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tit/Elad06,
author = {Michael Elad},
title = {Why Simple Shrinkage Is Still Relevant for Redundant Representations?},
journal = {{IEEE} Trans. Inf. Theory},
volume = {52},
number = {12},
pages = {5559--5569},
year = {2006},
url = {https://doi.org/10.1109/TIT.2006.885522},
doi = {10.1109/TIT.2006.885522},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tit/Elad06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsp/AharonEB06,
author = {Michal Aharon and
Michael Elad and
Alfred M. Bruckstein},
title = {{K-SVD:} An algorithm for designing overcomplete dictionaries for
sparse representation},
journal = {{IEEE} Trans. Signal Process.},
volume = {54},
number = {11},
pages = {4311--4322},
year = {2006},
url = {https://doi.org/10.1109/TSP.2006.881199},
doi = {10.1109/TSP.2006.881199},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tsp/AharonEB06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ciss/CharestEM06,
author = {Michael R. Charest and
Michael Elad and
Peyman Milanfar},
title = {A General Iterative Regularization Framework For Image Denoising},
booktitle = {40th Annual Conference on Information Sciences and Systems, {CISS}
2006, Princeton, NJ, USA, 22-24 March 2006},
pages = {452--457},
publisher = {{IEEE}},
year = {2006},
url = {https://doi.org/10.1109/CISS.2006.286510},
doi = {10.1109/CISS.2006.286510},
timestamp = {Wed, 10 May 2023 17:14:27 +0200},
biburl = {https://dblp.org/rec/conf/ciss/CharestEM06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/EladA06,
author = {Michael Elad and
Michal Aharon},
title = {Image Denoising Via Learned Dictionaries and Sparse representation},
booktitle = {2006 {IEEE} Computer Society Conference on Computer Vision and Pattern
Recognition {(CVPR} 2006), 17-22 June 2006, New York, NY, {USA}},
pages = {895--900},
publisher = {{IEEE} Computer Society},
year = {2006},
url = {https://doi.org/10.1109/CVPR.2006.142},
doi = {10.1109/CVPR.2006.142},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/EladA06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/EladMZ06,
author = {Michael Elad and
Boaz Matalon and
Michael Zibulevsky},
title = {Image Denoising with Shrinkage and Redundant Representations},
booktitle = {2006 {IEEE} Computer Society Conference on Computer Vision and Pattern
Recognition {(CVPR} 2006), 17-22 June 2006, New York, NY, {USA}},
pages = {1924--1931},
publisher = {{IEEE} Computer Society},
year = {2006},
url = {https://doi.org/10.1109/CVPR.2006.143},
doi = {10.1109/CVPR.2006.143},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/EladMZ06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eusipco/EladMR06,
author = {Michael Elad and
Peyman Milanfar and
Ron Rubinstein},
title = {Analysis versus synthesis in signal priors},
booktitle = {14th European Signal Processing Conference, {EUSIPCO} 2006, Florence,
Italy, September 4-8, 2006},
pages = {1--5},
publisher = {{IEEE}},
year = {2006},
url = {https://ieeexplore.ieee.org/document/7071162/},
timestamp = {Mon, 09 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/eusipco/EladMR06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmiv/EladTH05,
author = {Michael Elad and
Patrick C. Teo and
Yacov Hel{-}Or},
title = {On the Design of Filters for Gradient-Based Motion Estimation},
journal = {J. Math. Imaging Vis.},
volume = {23},
number = {3},
pages = {345--365},
year = {2005},
url = {https://doi.org/10.1007/s10851-005-2027-6},
doi = {10.1007/S10851-005-2027-6},
timestamp = {Mon, 08 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmiv/EladTH05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/siammax/BoutryEGM05,
author = {Gregory Boutry and
Michael Elad and
Gene H. Golub and
Peyman Milanfar},
title = {The Generalized Eigenvalue Problem for Nonsquare Pencils Using a Minimal
Perturbation Approach},
journal = {{SIAM} J. Matrix Anal. Appl.},
volume = {27},
number = {2},
pages = {582--601},
year = {2005},
url = {https://doi.org/10.1137/S0895479803428795},
doi = {10.1137/S0895479803428795},
timestamp = {Tue, 26 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/siammax/BoutryEGM05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcsv/TsaigEMG05,
author = {Yaakov Tsaig and
Michael Elad and
Peyman Milanfar and
Gene H. Golub},
title = {Variable projection for near-optimal filtering in low bit-rate block
coders},
journal = {{IEEE} Trans. Circuits Syst. Video Technol.},
volume = {15},
number = {1},
pages = {154--160},
year = {2005},
url = {https://doi.org/10.1109/TCSVT.2004.839980(410)1},
doi = {10.1109/TCSVT.2004.839980(410)1},
timestamp = {Tue, 25 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tcsv/TsaigEMG05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tip/KimmelSES05,
author = {Ron Kimmel and
Doron Shaked and
Michael Elad and
Irwin Sobel},
title = {Space-dependent color gamut mapping: a variational approach},
journal = {{IEEE} Trans. Image Process.},
volume = {14},
number = {6},
pages = {796--803},
year = {2005},
url = {https://doi.org/10.1109/TIP.2005.847299},
doi = {10.1109/TIP.2005.847299},
timestamp = {Sun, 10 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tip/KimmelSES05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tip/StarckED05,
author = {Jean{-}Luc Starck and
Michael Elad and
David L. Donoho},
title = {Image Decomposition via the Combination of Sparse Representations
and a Variational Approach},
journal = {{IEEE} Trans. Image Process.},
volume = {14},
number = {10},
pages = {1570--1582},
year = {2005},
url = {https://doi.org/10.1109/TIP.2005.852206},
doi = {10.1109/TIP.2005.852206},
timestamp = {Sun, 10 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tip/StarckED05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/KidronSE05,
author = {Einat Kidron and
Yoav Y. Schechner and
Michael Elad},
title = {Pixels that Sound},
booktitle = {2005 {IEEE} Computer Society Conference on Computer Vision and Pattern
Recognition {(CVPR} 2005), 20-26 June 2005, San Diego, CA, {USA}},
pages = {88--95},
publisher = {{IEEE} Computer Society},
year = {2005},
url = {https://doi.org/10.1109/CVPR.2005.274},
doi = {10.1109/CVPR.2005.274},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/KidronSE05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/scalespace/Elad05,
author = {Michael Elad},
editor = {Ron Kimmel and
Nir A. Sochen and
Joachim Weickert},
title = {Retinex by Two Bilateral Filters},
booktitle = {Scale Space and {PDE} Methods in Computer Vision, 5th International
Conference, Scale-Space 2005, Hofgeismar, Germany, April 7-9, 2005,
Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3459},
pages = {217--229},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/11408031\_19},
doi = {10.1007/11408031\_19},
timestamp = {Tue, 14 May 2019 10:00:52 +0200},
biburl = {https://dblp.org/rec/conf/scalespace/Elad05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/imst/FarsiuREM04,
author = {Sina Farsiu and
M. Dirk Robinson and
Michael Elad and
Peyman Milanfar},
title = {Advances and challenges in super-resolution},
journal = {Int. J. Imaging Syst. Technol.},
volume = {14},
number = {2},
pages = {47--57},
year = {2004},
url = {https://doi.org/10.1002/ima.20007},
doi = {10.1002/IMA.20007},
timestamp = {Thu, 18 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/imst/FarsiuREM04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tip/FarsiuREM04,
author = {Sina Farsiu and
M. Dirk Robinson and
Michael Elad and
Peyman Milanfar},
title = {Fast and robust multiframe super resolution},
journal = {{IEEE} Trans. Image Process.},
volume = {13},
number = {10},
pages = {1327--1344},
year = {2004},
url = {https://doi.org/10.1109/TIP.2004.834669},
doi = {10.1109/TIP.2004.834669},
timestamp = {Sun, 10 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tip/FarsiuREM04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsp/EladMG04,
author = {Michael Elad and
Peyman Milanfar and
Gene H. Golub},
title = {Shape from moments - an estimation theory perspective},
journal = {{IEEE} Trans. Signal Process.},
volume = {52},
number = {7},
pages = {1814--1829},
year = {2004},
url = {https://doi.org/10.1109/TSP.2004.828919},
doi = {10.1109/TSP.2004.828919},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tsp/EladMG04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cimaging/FarsiuEM04,
author = {Sina Farsiu and
Michael Elad and
Peyman Milanfar},
editor = {Charles A. Bouman and
Eric L. Miller},
title = {Multiframe demosaicing and super-resolution from undersampled color
images},
booktitle = {Computational Imaging II, San Jose, CA, USA, January 18, 2004},
series = {{SPIE} Proceedings},
volume = {5299},
pages = {222--233},
publisher = {{SPIE}},
year = {2004},
url = {https://doi.org/10.1117/12.538372},
doi = {10.1117/12.538372},
timestamp = {Tue, 05 Nov 2019 12:22:57 +0100},
biburl = {https://dblp.org/rec/conf/cimaging/FarsiuEM04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/vcip/SegallEMWF04,
author = {Andrew Segall and
Michael Elad and
Peyman Milanfar and
Richard Webb and
Chad Fogg},
editor = {Sethuraman Panchanathan and
Bhaskaran Vasudev},
title = {Improved high-definition video by encoding at an intermediate resolution},
booktitle = {Visual Communications and Image Processing 2004, {VCIP} 2004, San
Jose, California, USA, 18-22 January 2004},
series = {{SPIE} Proceedings},
volume = {5308},
publisher = {{SPIE}},
year = {2004},
url = {https://doi.org/10.1117/12.527616},
doi = {10.1117/12.527616},
timestamp = {Fri, 22 Jun 2018 12:07:08 +0200},
biburl = {https://dblp.org/rec/conf/vcip/SegallEMWF04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijcv/KimmelESKS03,
author = {Ron Kimmel and
Michael Elad and
Doron Shaked and
Renato Keshet and
Irwin Sobel},
title = {A Variational Framework for Retinex},
journal = {Int. J. Comput. Vis.},
volume = {52},
number = {1},
pages = {7--23},
year = {2003},
url = {https://doi.org/10.1023/A:1022314423998},
doi = {10.1023/A:1022314423998},
timestamp = {Fri, 13 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijcv/KimmelESKS03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jvcir/EladKSK03,
author = {Michael Elad and
Ron Kimmel and
Doron Shaked and
Renato Keshet},
title = {Reduced complexity Retinex algorithm via the variational approach},
journal = {J. Vis. Commun. Image Represent.},
volume = {14},
number = {4},
pages = {369--388},
year = {2003},
url = {https://doi.org/10.1016/S1047-3203(03)00045-2},
doi = {10.1016/S1047-3203(03)00045-2},
timestamp = {Sat, 22 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jvcir/EladKSK03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tip/BrucksteinEK03,
author = {Alfred M. Bruckstein and
Michael Elad and
Ron Kimmel},
title = {Down-scaling for better transform compression},
journal = {{IEEE} Trans. Image Process.},
volume = {12},
number = {9},
pages = {1132--1144},
year = {2003},
url = {https://doi.org/10.1109/TIP.2003.816023},
doi = {10.1109/TIP.2003.816023},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tip/BrucksteinEK03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icip/TsaigEGM03,
author = {Yaakov Tsaig and
Michael Elad and
Gene H. Golub and
Peyman Milanfar},
title = {Optimal framework for low bit-rate block coders},
booktitle = {Proceedings of the 2003 International Conference on Image Processing,
{ICIP} 2003, Barcelona, Catalonia, Spain, September 14-18, 2003},
pages = {219--222},
publisher = {{IEEE}},
year = {2003},
url = {https://doi.org/10.1109/ICIP.2003.1246656},
doi = {10.1109/ICIP.2003.1246656},
timestamp = {Wed, 16 Oct 2019 14:14:52 +0200},
biburl = {https://dblp.org/rec/conf/icip/TsaigEGM03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icip/FarsiuREM03,
author = {Sina Farsiu and
M. Dirk Robinson and
Michael Elad and
Peyman Milanfar},
title = {Fast and robust super-resolution},
booktitle = {Proceedings of the 2003 International Conference on Image Processing,
{ICIP} 2003, Barcelona, Catalonia, Spain, September 14-18, 2003},
pages = {291--294},
publisher = {{IEEE}},
year = {2003},
url = {https://doi.org/10.1109/ICIP.2003.1246674},
doi = {10.1109/ICIP.2003.1246674},
timestamp = {Thu, 25 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icip/FarsiuREM03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/prl/EladHK02,
author = {Michael Elad and
Yacov Hel{-}Or and
Renato Keshet},
title = {Rejection based classifier for face detection},
journal = {Pattern Recognit. Lett.},
volume = {23},
number = {12},
pages = {1459--1471},
year = {2002},
url = {https://doi.org/10.1016/S0167-8655(02)00106-X},
doi = {10.1016/S0167-8655(02)00106-X},
timestamp = {Sat, 22 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/prl/EladHK02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tip/Elad02,
author = {Michael Elad},
title = {On the origin of the bilateral filter and ways to improve it},
journal = {{IEEE} Trans. Image Process.},
volume = {11},
number = {10},
pages = {1141--1151},
year = {2002},
url = {https://doi.org/10.1109/TIP.2002.801126},
doi = {10.1109/TIP.2002.801126},
timestamp = {Sun, 10 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tip/Elad02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tit/EladB02,
author = {Michael Elad and
Alfred M. Bruckstein},
title = {A generalized uncertainty principle and sparse representation in pairs
of bases},
journal = {{IEEE} Trans. Inf. Theory},
volume = {48},
number = {9},
pages = {2558--2567},
year = {2002},
url = {https://doi.org/10.1109/TIT.2002.801410},
doi = {10.1109/TIT.2002.801410},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tit/EladB02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hvei/KimmelESKS02,
author = {Ron Kimmel and
Michael Elad and
Doron Shaked and
Renato Keshet and
Irwin Sobel},
editor = {Bernice E. Rogowitz and
Thrasyvoulos N. Pappas},
title = {Variational famework for Retinex},
booktitle = {Human Vision and Electronic Imaging VII, San Jose, CA, USA, January
19, 2002},
series = {{SPIE} Proceedings},
volume = {4662},
pages = {409--418},
publisher = {{SPIE}},
year = {2002},
url = {https://doi.org/10.1117/12.469539},
doi = {10.1117/12.469539},
timestamp = {Sun, 21 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/hvei/KimmelESKS02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tip/EladH01,
author = {Michael Elad and
Yacov Hel{-}Or},
title = {A fast super-resolution reconstruction algorithm for pure translational
motion and common space-invariant blur},
journal = {{IEEE} Trans. Image Process.},
volume = {10},
number = {8},
pages = {1187--1193},
year = {2001},
url = {https://doi.org/10.1109/83.935034},
doi = {10.1109/83.935034},
timestamp = {Sun, 10 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tip/EladH01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/egmm/EladTA01,
author = {Michael Elad and
Ayellet Tal and
Sigal Ar},
editor = {Joaquim A. Jorge and
Nuno Correia and
H. Jones and
M. B. Kamegai},
title = {Content Based Retrieval of {VRML} Objects - An Iterative and Interactive
Approach},
booktitle = {Proceedings of the Eurographics Multimedia Workshop 2001, Manchester,
United Kingdom, September 8-9, 2001},
pages = {107--118},
publisher = {Eurographics Association},
year = {2001},
url = {https://doi.org/10.2312/EGMM/egmm01/107-118},
doi = {10.2312/EGMM/EGMM01/107-118},
timestamp = {Thu, 06 Sep 2018 16:17:40 +0200},
biburl = {https://dblp.org/rec/conf/egmm/EladTA01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icip/EladB01,
author = {Michael Elad and
Alfred M. Bruckstein},
title = {On sparse signal representations},
booktitle = {Proceedings of the 2001 International Conference on Image Processing,
{ICIP} 2001, Thessaloniki, Greece, October 7-10, 2001},
pages = {3--6},
publisher = {{IEEE}},
year = {2001},
url = {https://doi.org/10.1109/ICIP.2001.958936},
doi = {10.1109/ICIP.2001.958936},
timestamp = {Wed, 16 Oct 2019 14:14:52 +0200},
biburl = {https://dblp.org/rec/conf/icip/EladB01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iwvf/EladHK01,
author = {Michael Elad and
Yacov Hel{-}Or and
Renato Keshet},
editor = {Carlo Arcelli and
Luigi P. Cordella and
Gabriella Sanniti di Baja},
title = {Pattern Detection Using a Maximal Rejection Classifier},
booktitle = {Visual Form 2001, 4th International Workshop on Visual Form, IWVF-4,
Capri, Italy, May 28-30, 2001, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2059},
pages = {514--524},
publisher = {Springer},
year = {2001},
url = {https://doi.org/10.1007/3-540-45129-3\_47},
doi = {10.1007/3-540-45129-3\_47},
timestamp = {Tue, 14 May 2019 10:00:48 +0200},
biburl = {https://dblp.org/rec/conf/iwvf/EladHK01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/scalespace/BrucksteinEK01,
author = {Alfred M. Bruckstein and
Michael Elad and
Ron Kimmel},
editor = {Michael Kerckhove},
title = {Down-Scaling for Better Transform Compression},
booktitle = {Scale-Space and Morphology in Computer Vision, Third International
Conference, Scale-Space 2001, Vancouver, Canada, July 7-8, 2001, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2106},
pages = {123--136},
publisher = {Springer},
year = {2001},
url = {https://doi.org/10.1007/3-540-47778-0\_11},
doi = {10.1007/3-540-47778-0\_11},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/scalespace/BrucksteinEK01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/EladF99,
author = {Michael Elad and
Arie Feuer},
title = {Super-Resolution Reconstruction of Image Sequences},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {21},
number = {9},
pages = {817--834},
year = {1999},
url = {https://doi.org/10.1109/34.790425},
doi = {10.1109/34.790425},
timestamp = {Wed, 17 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pami/EladF99.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tip/EladF99,
author = {Michael Elad and
Arie Feuer},
title = {Superresolution restoration of an image sequence: adaptive filtering
approach},
journal = {{IEEE} Trans. Image Process.},
volume = {8},
number = {3},
pages = {387--395},
year = {1999},
url = {https://doi.org/10.1109/83.748893},
doi = {10.1109/83.748893},
timestamp = {Sun, 10 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tip/EladF99.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccv/EladTH99,
author = {Michael Elad and
Patrick C. Teo and
Yacov Hel{-}Or},
title = {Optimal Filters for Gradient-based Motion Estimation},
booktitle = {Proceedings of the International Conference on Computer Vision, Kerkyra,
Corfu, Greece, September 20-25, 1999},
pages = {559--565},
publisher = {{IEEE} Computer Society},
year = {1999},
url = {https://doi.org/10.1109/ICCV.1999.791272},
doi = {10.1109/ICCV.1999.791272},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iccv/EladTH99.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icip/EladF99,
author = {Michael Elad and
Arie Feuer},
title = {Super-Resolution Reconstruction of Continuous Image Sequences},
booktitle = {Proceedings of the 1999 International Conference on Image Processing,
{ICIP} '99, Kobe, Japan, October 24-28, 1999},
pages = {459--463},
publisher = {{IEEE}},
year = {1999},
url = {https://doi.org/10.1109/ICIP.1999.817156},
doi = {10.1109/ICIP.1999.817156},
timestamp = {Wed, 16 Oct 2019 14:14:52 +0200},
biburl = {https://dblp.org/rec/conf/icip/EladF99.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jvcir/EladF98,
author = {Michael Elad and
Arie Feuer},
title = {Recursive Optical Flow Estimation - Adaptive Filtering Approach},
journal = {J. Vis. Commun. Image Represent.},
volume = {9},
number = {2},
pages = {119--138},
year = {1998},
url = {https://doi.org/10.1006/jvci.1998.0382},
doi = {10.1006/JVCI.1998.0382},
timestamp = {Fri, 13 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jvcir/EladF98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eusipco/SagiFE98,
author = {Tamir Sagi and
Arie Feuer and
Michael Elad},
title = {The periodic step gradient descent algorithm - General analysis and
application to the super resolution reconstruction problem},
booktitle = {9th European Signal Processing Conference, {EUSIPCO} 1998, Island
of Rhodes, Greece, 8-11 September, 1998},
pages = {1--4},
publisher = {{IEEE}},
year = {1998},
url = {https://ieeexplore.ieee.org/document/7090074/},
timestamp = {Mon, 09 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/eusipco/SagiFE98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tip/EladF97,
author = {Michael Elad and
Arie Feuer},
title = {Restoration of a single superresolution image from several blurred,
noisy, and undersampled measured images},
journal = {{IEEE} Trans. Image Process.},
volume = {6},
number = {12},
pages = {1646--1658},
year = {1997},
url = {https://doi.org/10.1109/83.650118},
doi = {10.1109/83.650118},
timestamp = {Sat, 30 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tip/EladF97.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
manage site settings
To protect your privacy, all features that rely on external API calls from your browser are turned off by default. You need to opt-in for them to become active. All settings here will be stored as cookies with your web browser. For more information see our F.A.Q.
last updated on 2024-09-13 01:39 CEST by the dblp team
all metadata released as open data under CC0 1.0 license
see also: Terms of Use | Privacy Policy | Imprint
dblp was originally created in 1993 at:
since 2018, dblp has been operated and maintained by:
the dblp computer science bibliography is funded and supported by:
