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ORCIDBibTeX records: Mathews Jacob
@article{DBLP:journals/corr/abs-2402-05422,
author = {Jyothi Rikhab Chand and
Mathews Jacob},
title = {Memory-efficient deep end-to-end posterior network {(DEEPEN)} for
inverse problems},
journal = {CoRR},
volume = {abs/2402.05422},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.05422},
doi = {10.48550/ARXIV.2402.05422},
eprinttype = {arXiv},
eprint = {2402.05422},
timestamp = {Thu, 15 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-05422.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tci/PramanikZJ23,
author = {Aniket Pramanik and
M. Bridget Zimmerman and
Mathews Jacob},
title = {Memory-Efficient Model-Based Deep Learning With Convergence and Robustness
Guarantees},
journal = {{IEEE} Trans. Computational Imaging},
volume = {9},
pages = {260--275},
year = {2023},
url = {https://doi.org/10.1109/TCI.2023.3252268},
doi = {10.1109/TCI.2023.3252268},
timestamp = {Sun, 16 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tci/PramanikZJ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmi/AggarwalPJJ23,
author = {Hemant Kumar Aggarwal and
Aniket Pramanik and
Maneesh John and
Mathews Jacob},
title = {{ENSURE:} {A} General Approach for Unsupervised Training of Deep Image
Reconstruction Algorithms},
journal = {{IEEE} Trans. Medical Imaging},
volume = {42},
number = {4},
pages = {1133--1144},
year = {2023},
url = {https://doi.org/10.1109/TMI.2022.3224359},
doi = {10.1109/TMI.2022.3224359},
timestamp = {Sat, 29 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmi/AggarwalPJJ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acssc/ChandJ23,
author = {Jyothi Rikhab Chand and
Mathews Jacob},
title = {Fast image recovery using plug-and-play multi-scale energy (MuSE)
framework},
booktitle = {57th Asilomar Conference on Signals, Systems, and Computers, {ACSSC}
2023, Pacific Grove, CA, USA, October 29 - Nov. 1, 2023},
pages = {32--35},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/IEEECONF59524.2023.10476808},
doi = {10.1109/IEEECONF59524.2023.10476808},
timestamp = {Tue, 09 Apr 2024 10:37:41 +0200},
biburl = {https://dblp.org/rec/conf/acssc/ChandJ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isbi/ChenHCMJ23,
author = {Yan Chen and
James H. Holmes and
Curtis Corum and
Vincent Magnotta and
Mathews Jacob},
title = {Deep Factor Model: {A} Novel Approach for Motion Compensated Multi-Dimensional
{MRI}},
booktitle = {20th {IEEE} International Symposium on Biomedical Imaging, {ISBI}
2023, Cartagena, Colombia, April 18-21, 2023},
pages = {1--4},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ISBI53787.2023.10230725},
doi = {10.1109/ISBI53787.2023.10230725},
timestamp = {Wed, 04 Oct 2023 17:01:25 +0200},
biburl = {https://dblp.org/rec/conf/isbi/ChenHCMJ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isbi/PramanikJ23,
author = {Aniket Pramanik and
Mathews Jacob},
title = {Accelerated Parallel {MRI} Using Memory Efficient and Robust Monotone
Operator Learning {(MOL)}},
booktitle = {20th {IEEE} International Symposium on Biomedical Imaging, {ISBI}
2023, Cartagena, Colombia, April 18-21, 2023},
pages = {1--4},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ISBI53787.2023.10230471},
doi = {10.1109/ISBI53787.2023.10230471},
timestamp = {Wed, 13 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/isbi/PramanikJ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isbi/ZouPNJ23,
author = {Qing Zou and
Sarv Priya and
Prashant Nagpal and
Mathews Jacob},
title = {Deep Generative Model for Joint Cardiac {T1} Mapping and Cardiac Cine},
booktitle = {20th {IEEE} International Symposium on Biomedical Imaging, {ISBI}
2023, Cartagena, Colombia, April 18-21, 2023},
pages = {1--4},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ISBI53787.2023.10230434},
doi = {10.1109/ISBI53787.2023.10230434},
timestamp = {Wed, 13 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/isbi/ZouPNJ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/KettelkampRPPJ23,
author = {Joseph Kettelkamp and
Ludovica Romanin and
Davide Piccini and
Sarv Priya and
Mathews Jacob},
editor = {Hayit Greenspan and
Anant Madabhushi and
Parvin Mousavi and
Septimiu Salcudean and
James Duncan and
Tanveer F. Syeda{-}Mahmood and
Russell H. Taylor},
title = {Motion Compensated Unsupervised Deep Learning for 5D {MRI}},
booktitle = {Medical Image Computing and Computer Assisted Intervention - {MICCAI}
2023 - 26th International Conference, Vancouver, BC, Canada, October
8-12, 2023, Proceedings, Part {X}},
series = {Lecture Notes in Computer Science},
volume = {14229},
pages = {419--427},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43999-5\_40},
doi = {10.1007/978-3-031-43999-5\_40},
timestamp = {Sat, 14 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/miccai/KettelkampRPPJ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2302-11570,
author = {Jyothi Rikabh Chand and
Mathews Jacob},
title = {Plug-and-Play Deep Energy Model for Inverse problems},
journal = {CoRR},
volume = {abs/2302.11570},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2302.11570},
doi = {10.48550/ARXIV.2302.11570},
eprinttype = {arXiv},
eprint = {2302.11570},
timestamp = {Tue, 28 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2302-11570.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2304-00102,
author = {Yan Chen and
James H. Holmes and
Curtis Corum and
Vincent Magnotta and
Mathews Jacob},
title = {Deep Factor Model: {A} Novel Approach for Motion Compensated Multi-Dimensional
{MRI}},
journal = {CoRR},
volume = {abs/2304.00102},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2304.00102},
doi = {10.48550/ARXIV.2304.00102},
eprinttype = {arXiv},
eprint = {2304.00102},
timestamp = {Mon, 17 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2304-00102.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2304-01351,
author = {Aniket Pramanik and
Mathews Jacob},
title = {Accelerated parallel {MRI} using memory efficient and robust monotone
operator learning {(MOL)}},
journal = {CoRR},
volume = {abs/2304.01351},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2304.01351},
doi = {10.48550/ARXIV.2304.01351},
eprinttype = {arXiv},
eprint = {2304.01351},
timestamp = {Mon, 17 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2304-01351.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2304-11238,
author = {Aniket Pramanik and
Sampada Bhave and
Saurav Sajib and
Samir D. Sharma and
Mathews Jacob},
title = {Adapting model-based deep learning to multiple acquisition conditions:
Ada-MoDL},
journal = {CoRR},
volume = {abs/2304.11238},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2304.11238},
doi = {10.48550/ARXIV.2304.11238},
eprinttype = {arXiv},
eprint = {2304.11238},
timestamp = {Wed, 03 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2304-11238.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2312-00386,
author = {Maneesh John and
Jyothi Rikhab Chand and
Mathews Jacob},
title = {Local monotone operator learning using non-monotone operators: MnM-MOL},
journal = {CoRR},
volume = {abs/2312.00386},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2312.00386},
doi = {10.48550/ARXIV.2312.00386},
eprinttype = {arXiv},
eprint = {2312.00386},
timestamp = {Tue, 02 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2312-00386.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2312-12649,
author = {Fahim Ahmed Zaman and
Mathews Jacob and
Amanda Chang and
Kan Liu and
Milan Sonka and
Xiaodong Wu},
title = {Surf-CDM: Score-Based Surface Cold-Diffusion Model For Medical Image
Segmentation},
journal = {CoRR},
volume = {abs/2312.12649},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2312.12649},
doi = {10.48550/ARXIV.2312.12649},
eprinttype = {arXiv},
eprint = {2312.12649},
timestamp = {Wed, 28 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2312-12649.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmi/AhmedZNJ22,
author = {Abdul Haseeb Ahmed and
Qing Zou and
Prashant Nagpal and
Mathews Jacob},
title = {Dynamic Imaging Using Deep Bi-Linear Unsupervised Representation {(DEBLUR)}},
journal = {{IEEE} Trans. Medical Imaging},
volume = {41},
number = {10},
pages = {2693--2703},
year = {2022},
url = {https://doi.org/10.1109/TMI.2022.3168559},
doi = {10.1109/TMI.2022.3168559},
timestamp = {Tue, 18 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmi/AhmedZNJ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmi/ZouANPSJ22,
author = {Qing Zou and
Abdul Haseeb Ahmed and
Prashant Nagpal and
Sarv Priya and
Rolf F. Schulte and
Mathews Jacob},
title = {Variational Manifold Learning From Incomplete Data: Application to
Multislice Dynamic {MRI}},
journal = {{IEEE} Trans. Medical Imaging},
volume = {41},
number = {12},
pages = {3552--3561},
year = {2022},
url = {https://doi.org/10.1109/TMI.2022.3189905},
doi = {10.1109/TMI.2022.3189905},
timestamp = {Sat, 02 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmi/ZouANPSJ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eccv/PramanikJ22,
author = {Aniket Pramanik and
Mathews Jacob},
editor = {Leonid Karlinsky and
Tomer Michaeli and
Ko Nishino},
title = {Joint Calibrationless Reconstruction and Segmentation of Parallel
{MRI}},
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 = {437--453},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-25066-8\_24},
doi = {10.1007/978-3-031-25066-8\_24},
timestamp = {Sat, 25 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/eccv/PramanikJ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isbi/PramanikJ22,
author = {Aniket Pramanik and
Mathews Jacob},
title = {Improved Model Based Deep Learning Using Monotone Operator Learning
(Mol)},
booktitle = {19th {IEEE} International Symposium on Biomedical Imaging, {ISBI}
2022, Kolkata, India, March 28-31, 2022},
pages = {1--4},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ISBI52829.2022.9761520},
doi = {10.1109/ISBI52829.2022.9761520},
timestamp = {Wed, 04 Oct 2023 17:01:25 +0200},
biburl = {https://dblp.org/rec/conf/isbi/PramanikJ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isbi/ZouANPSJ22,
author = {Qing Zou and
Abdul Haseeb Ahmed and
Prashant Nagpal and
Sarv Priya and
Rolf F. Schulte and
Mathews Jacob},
title = {Joint Alignment and Reconstruction of Multislice Dynamic {MRI} Using
Variational Manifold Learning},
booktitle = {19th {IEEE} International Symposium on Biomedical Imaging, {ISBI}
2022, Kolkata, India, March 28-31, 2022},
pages = {1--4},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ISBI52829.2022.9761631},
doi = {10.1109/ISBI52829.2022.9761631},
timestamp = {Sat, 02 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/isbi/ZouANPSJ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isbi/ZouTFJ22,
author = {Qing Zou and
Luis A. Torres and
Sean B. Fain and
Mathews Jacob},
title = {Dynamic Imaging Using Motion-Compensated Smoothness Regularization
on Manifolds {(MOCO-STORM)}},
booktitle = {19th {IEEE} International Symposium on Biomedical Imaging, {ISBI}
2022, Kolkata, India, March 28-31, 2022},
pages = {1--4},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ISBI52829.2022.9761440},
doi = {10.1109/ISBI52829.2022.9761440},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/isbi/ZouTFJ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/RushoZAEJL22,
author = {Rushdi Zahid Rusho and
Qing Zou and
Wahidul Alam and
Subin Erattakulangara and
Mathews Jacob and
Sajan Goud Lingala},
editor = {Linwei Wang and
Qi Dou and
P. Thomas Fletcher and
Stefanie Speidel and
Shuo Li},
title = {Accelerated Pseudo 3D Dynamic Speech {MR} Imaging at 3T Using Unsupervised
Deep Variational Manifold Learning},
booktitle = {Medical Image Computing and Computer Assisted Intervention - {MICCAI}
2022 - 25th International Conference, Singapore, September 18-22,
2022, Proceedings, Part {VI}},
series = {Lecture Notes in Computer Science},
volume = {13436},
pages = {697--706},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-16446-0\_66},
doi = {10.1007/978-3-031-16446-0\_66},
timestamp = {Tue, 13 Dec 2022 14:39:06 +0100},
biburl = {https://dblp.org/rec/conf/miccai/RushoZAEJL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-04797,
author = {Aniket Pramanik and
Mathews Jacob},
title = {Stable and memory-efficient image recovery using monotone operator
learning {(MOL)}},
journal = {CoRR},
volume = {abs/2206.04797},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.04797},
doi = {10.48550/ARXIV.2206.04797},
eprinttype = {arXiv},
eprint = {2206.04797},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-04797.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/siamis/ZouJ21,
author = {Qing Zou and
Mathews Jacob},
title = {Recovery of Surfaces and Functions in High Dimensions: Sampling Theory
and Links to Neural Networks},
journal = {{SIAM} J. Imaging Sci.},
volume = {14},
number = {2},
pages = {580--619},
year = {2021},
url = {https://doi.org/10.1137/20M1340654},
doi = {10.1137/20M1340654},
timestamp = {Sun, 25 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/siamis/ZouJ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmi/WangJMSE21,
author = {Ge Wang and
Mathews Jacob and
Xuanqin Mou and
Yongyi Shi and
Yonina C. Eldar},
title = {Deep Tomographic Image Reconstruction: Yesterday, Today, and Tomorrow
- Editorial for the 2nd Special Issue "Machine Learning for Image
Reconstruction"},
journal = {{IEEE} Trans. Medical Imaging},
volume = {40},
number = {11},
pages = {2956--2964},
year = {2021},
url = {https://doi.org/10.1109/TMI.2021.3115547},
doi = {10.1109/TMI.2021.3115547},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tmi/WangJMSE21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmi/ZouANKJ21,
author = {Qing Zou and
Abdul Haseeb Ahmed and
Prashant Nagpal and
Stanley Kruger and
Mathews Jacob},
title = {Dynamic Imaging Using a Deep Generative SToRM (Gen-SToRM) Model},
journal = {{IEEE} Trans. Medical Imaging},
volume = {40},
number = {11},
pages = {3102--3112},
year = {2021},
url = {https://doi.org/10.1109/TMI.2021.3065948},
doi = {10.1109/TMI.2021.3065948},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tmi/ZouANKJ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/AggarwalPJ21,
author = {Hemant Kumar Aggarwal and
Aniket Pramanik and
Mathews Jacob},
title = {Ensure: Ensemble Stein's Unbiased Risk Estimator for Unsupervised
Learning},
booktitle = {{IEEE} International Conference on Acoustics, Speech and Signal Processing,
{ICASSP} 2021, Toronto, ON, Canada, June 6-11, 2021},
pages = {1160--1164},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICASSP39728.2021.9414513},
doi = {10.1109/ICASSP39728.2021.9414513},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/AggarwalPJ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isbi/ZouANKJ21,
author = {Qing Zou and
Abdul Haseeb Ahmed and
Prashant Nagpal and
Stanley Kruger and
Mathews Jacob},
title = {Deep Generative Storm Model for Dynamic Imaging},
booktitle = {18th {IEEE} International Symposium on Biomedical Imaging, {ISBI}
2021, Nice, France, April 13-16, 2021},
pages = {114--117},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ISBI48211.2021.9433839},
doi = {10.1109/ISBI48211.2021.9433839},
timestamp = {Wed, 04 Oct 2023 17:01:25 +0200},
biburl = {https://dblp.org/rec/conf/isbi/ZouANKJ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isbi/PramanikJ21,
author = {Aniket Pramanik and
Mathews Jacob},
title = {Reconstruction and Segmentation of Parallel {MR} Data Using Image
Domain Deep-SLR},
booktitle = {18th {IEEE} International Symposium on Biomedical Imaging, {ISBI}
2021, Nice, France, April 13-16, 2021},
pages = {1095--1098},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ISBI48211.2021.9434056},
doi = {10.1109/ISBI48211.2021.9434056},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/isbi/PramanikJ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isbi/AhmedNKJ21,
author = {Abdul Haseeb Ahmed and
Prashant Nagpal and
Stanley Kruger and
Mathews Jacob},
title = {Dynamic Imaging Using Deep Bilinear Unsupervised Learning (Deblur)},
booktitle = {18th {IEEE} International Symposium on Biomedical Imaging, {ISBI}
2021, Nice, France, April 13-16, 2021},
pages = {1099--1102},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ISBI48211.2021.9433882},
doi = {10.1109/ISBI48211.2021.9433882},
timestamp = {Mon, 31 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/isbi/AhmedNKJ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2102-00047,
author = {Hemant Kumar Aggarwal and
Mathews Jacob},
title = {Model Adaptation for Image Reconstruction using Generalized Stein's
Unbiased Risk Estimator},
journal = {CoRR},
volume = {abs/2102.00047},
year = {2021},
url = {https://arxiv.org/abs/2102.00047},
eprinttype = {arXiv},
eprint = {2102.00047},
timestamp = {Tue, 09 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2102-00047.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2102-01172,
author = {Aniket Pramanik and
Mathews Jacob},
title = {Reconstruction and Segmentation of Parallel {MR} Data using Image
Domain {DEEP-SLR}},
journal = {CoRR},
volume = {abs/2102.01172},
year = {2021},
url = {https://arxiv.org/abs/2102.01172},
eprinttype = {arXiv},
eprint = {2102.01172},
timestamp = {Wed, 10 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2102-01172.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2105-09220,
author = {Aniket Pramanik and
Xiaodong Wu and
Mathews Jacob},
title = {Joint Calibrationless Reconstruction and Segmentation of Parallel
{MRI}},
journal = {CoRR},
volume = {abs/2105.09220},
year = {2021},
url = {https://arxiv.org/abs/2105.09220},
eprinttype = {arXiv},
eprint = {2105.09220},
timestamp = {Tue, 01 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2105-09220.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2111-10887,
author = {Qing Zou and
Luis A. Torres and
Sean B. Fain and
Mathews Jacob},
title = {Dynamic imaging using motion-compensated smoothness regularization
on manifolds (MoCo-SToRM)},
journal = {CoRR},
volume = {abs/2111.10887},
year = {2021},
url = {https://arxiv.org/abs/2111.10887},
eprinttype = {arXiv},
eprint = {2111.10887},
timestamp = {Fri, 26 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2111-10887.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2111-10889,
author = {Qing Zou and
Abdul Haseeb Ahmed and
Prashant Nagpal and
Sarv Priya and
Rolf F. Schulte and
Mathews Jacob},
title = {Joint alignment and reconstruction of multislice dynamic {MRI} using
variational manifold learning},
journal = {CoRR},
volume = {abs/2111.10889},
year = {2021},
url = {https://arxiv.org/abs/2111.10889},
eprinttype = {arXiv},
eprint = {2111.10889},
timestamp = {Fri, 26 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2111-10889.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2111-10892,
author = {Maneesh John and
Hemant Kumar Aggarwal and
Qing Zou and
Mathews Jacob},
title = {Deep Image Prior using Stein's Unbiased Risk Estimator: {SURE-DIP}},
journal = {CoRR},
volume = {abs/2111.10892},
year = {2021},
url = {https://arxiv.org/abs/2111.10892},
eprinttype = {arXiv},
eprint = {2111.10892},
timestamp = {Fri, 26 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2111-10892.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2111-11380,
author = {Aniket Pramanik and
Mathews Jacob},
title = {Improved Model based Deep Learning using Monotone Operator Learning
{(MOL)}},
journal = {CoRR},
volume = {abs/2111.11380},
year = {2021},
url = {https://arxiv.org/abs/2111.11380},
eprinttype = {arXiv},
eprint = {2111.11380},
timestamp = {Fri, 26 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2111-11380.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2112-03380,
author = {Qing Zou and
Luis A. Torres and
Sean B. Fain and
Nara S. Higano and
Alister J. Bates and
Mathews Jacob},
title = {Dynamic imaging using Motion-Compensated SmooThness Regularization
on Manifolds (MoCo-SToRM)},
journal = {CoRR},
volume = {abs/2112.03380},
year = {2021},
url = {https://arxiv.org/abs/2112.03380},
eprinttype = {arXiv},
eprint = {2112.03380},
timestamp = {Tue, 14 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2112-03380.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jstsp/AggarwalJ20,
author = {Hemant Kumar Aggarwal and
Mathews Jacob},
title = {J-MoDL: Joint Model-Based Deep Learning for Optimized Sampling and
Reconstruction},
journal = {{IEEE} J. Sel. Top. Signal Process.},
volume = {14},
number = {6},
pages = {1151--1162},
year = {2020},
url = {https://doi.org/10.1109/JSTSP.2020.3004094},
doi = {10.1109/JSTSP.2020.3004094},
timestamp = {Tue, 20 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jstsp/AggarwalJ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/spm/JacobYYD20,
author = {Mathews Jacob and
Jong Chul Ye and
Leslie Ying and
Mariya Doneva},
title = {Computational {MRI:} Compressive Sensing and Beyond [From the Guest
Editors]},
journal = {{IEEE} Signal Process. Mag.},
volume = {37},
number = {1},
pages = {21--23},
year = {2020},
url = {https://doi.org/10.1109/MSP.2019.2953993},
doi = {10.1109/MSP.2019.2953993},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/spm/JacobYYD20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/spm/JacobMY20,
author = {Mathews Jacob and
Merry P. Mani and
Jong Chul Ye},
title = {Structured Low-Rank Algorithms: Theory, Magnetic Resonance Applications,
and Links to Machine Learning},
journal = {{IEEE} Signal Process. Mag.},
volume = {37},
number = {1},
pages = {54--68},
year = {2020},
url = {https://doi.org/10.1109/MSP.2019.2950432},
doi = {10.1109/MSP.2019.2950432},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/spm/JacobMY20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tgrs/HuLGJ20,
author = {Yue Hu and
Xiaodi Li and
Yanfeng Gu and
Mathews Jacob},
title = {Hyperspectral Image Recovery Using Nonconvex Sparsity and Low-Rank
Regularizations},
journal = {{IEEE} Trans. Geosci. Remote. Sens.},
volume = {58},
number = {1},
pages = {532--545},
year = {2020},
url = {https://doi.org/10.1109/TGRS.2019.2937901},
doi = {10.1109/TGRS.2019.2937901},
timestamp = {Tue, 12 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tgrs/HuLGJ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmi/AggarwalMJ20,
author = {Hemant Kumar Aggarwal and
Merry P. Mani and
Mathews Jacob},
title = {MoDL-MUSSELS: Model-Based Deep Learning for Multishot Sensitivity-Encoded
Diffusion {MRI}},
journal = {{IEEE} Trans. Medical Imaging},
volume = {39},
number = {4},
pages = {1268--1277},
year = {2020},
url = {https://doi.org/10.1109/TMI.2019.2946501},
doi = {10.1109/TMI.2019.2946501},
timestamp = {Thu, 18 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmi/AggarwalMJ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmi/AhmedZYNSJ20,
author = {Abdul Haseeb Ahmed and
Ruixi Zhou and
Yang Yang and
Prashant Nagpal and
Michael Salerno and
Mathews Jacob},
title = {Free-Breathing and Ungated Dynamic {MRI} Using Navigator-Less Spiral
SToRM},
journal = {{IEEE} Trans. Medical Imaging},
volume = {39},
number = {12},
pages = {3933--3943},
year = {2020},
url = {https://doi.org/10.1109/TMI.2020.3008329},
doi = {10.1109/TMI.2020.3008329},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmi/AhmedZYNSJ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmi/PramanikAJ20,
author = {Aniket Pramanik and
Hemant Kumar Aggarwal and
Mathews Jacob},
title = {Deep Generalization of Structured Low-Rank Algorithms (Deep-SLR)},
journal = {{IEEE} Trans. Medical Imaging},
volume = {39},
number = {12},
pages = {4186--4197},
year = {2020},
url = {https://doi.org/10.1109/TMI.2020.3014581},
doi = {10.1109/TMI.2020.3014581},
timestamp = {Fri, 25 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tmi/PramanikAJ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/ZouJ20,
author = {Qing Zou and
Mathews Jacob},
title = {Sampling of Surfaces and Learning Functions in High Dimensions},
booktitle = {2020 {IEEE} International Conference on Acoustics, Speech and Signal
Processing, {ICASSP} 2020, Barcelona, Spain, May 4-8, 2020},
pages = {8354--8358},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/ICASSP40776.2020.9053876},
doi = {10.1109/ICASSP40776.2020.9053876},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/ZouJ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/AggarwalJ20,
author = {Hemant Kumar Aggarwal and
Mathews Jacob},
title = {Joint Optimization of Sampling Patterns and Deep Priors for Improved
Parallel {MRI}},
booktitle = {2020 {IEEE} International Conference on Acoustics, Speech and Signal
Processing, {ICASSP} 2020, Barcelona, Spain, May 4-8, 2020},
pages = {8901--8905},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/ICASSP40776.2020.9053297},
doi = {10.1109/ICASSP40776.2020.9053297},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/AggarwalJ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isbi/ManiAGJ20,
author = {Merry P. Mani and
Hemant Kumar Aggarwal and
Sanjay Ghosh and
Mathews Jacob},
title = {Model-Based Deep Learning for Reconstruction of Joint k-q Under-sampled
High Resolution Diffusion {MRI}},
booktitle = {17th {IEEE} International Symposium on Biomedical Imaging, {ISBI}
2020, Iowa City, IA, USA, April 3-7, 2020},
pages = {913--916},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/ISBI45749.2020.9098593},
doi = {10.1109/ISBI45749.2020.9098593},
timestamp = {Wed, 04 Oct 2023 17:01:25 +0200},
biburl = {https://dblp.org/rec/conf/isbi/ManiAGJ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isbi/AggarwalJ20,
author = {Hemant Kumar Aggarwal and
Mathews Jacob},
title = {Joint Optimization of Sampling Pattern and Priors in Model Based Deep
Learning},
booktitle = {17th {IEEE} International Symposium on Biomedical Imaging, {ISBI}
2020, Iowa City, IA, USA, April 3-7, 2020},
pages = {926--929},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/ISBI45749.2020.9098639},
doi = {10.1109/ISBI45749.2020.9098639},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/isbi/AggarwalJ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isbi/AhmedANJ20,
author = {Abdul Haseeb Ahmed and
Hemant Aggarwal and
Prashant Nagpal and
Mathews Jacob},
title = {Dynamic {MRI} using deep manifold self-learning},
booktitle = {17th {IEEE} International Symposium on Biomedical Imaging, {ISBI}
2020, Iowa City, IA, USA, April 3-7, 2020},
pages = {1052--1055},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/ISBI45749.2020.9098382},
doi = {10.1109/ISBI45749.2020.9098382},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/isbi/AhmedANJ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isbi/SiemonsmaKBMJ20,
author = {Stephen Siemonsma and
Stanley Kruger and
Arvind Balachandrasekaran and
Merry Mani and
Mathews Jacob},
title = {Multi-Echo Recovery with Field Inhomogeneity Compensation Using Structured
Low-Rank Matrix Completion},
booktitle = {17th {IEEE} International Symposium on Biomedical Imaging, {ISBI}
2020, Iowa City, IA, USA, April 3-7, 2020},
pages = {1074--1077},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/ISBI45749.2020.9098418},
doi = {10.1109/ISBI45749.2020.9098418},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/isbi/SiemonsmaKBMJ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isbi/PramanikAJ20,
author = {Aniket Pramanik and
Hemant Kumar Aggarwal and
Mathews Jacob},
title = {Calibrationless Parallel {MRI} Using Model Based Deep Learning {(C-MODL)}},
booktitle = {17th {IEEE} International Symposium on Biomedical Imaging, {ISBI}
2020, Iowa City, IA, USA, April 3-7, 2020},
pages = {1428--1431},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/ISBI45749.2020.9098490},
doi = {10.1109/ISBI45749.2020.9098490},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/isbi/PramanikAJ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-10631,
author = {Hemant Kumar Aggarwal and
Mathews Jacob},
title = {{ENSURE:} Ensemble Stein's Unbiased Risk Estimator for Unsupervised
Learning},
journal = {CoRR},
volume = {abs/2010.10631},
year = {2020},
url = {https://arxiv.org/abs/2010.10631},
eprinttype = {arXiv},
eprint = {2010.10631},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-10631.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cstat/YuCFEGJB19,
author = {Han Yu and
Brian E. Chapman and
Arianna Di Florio and
Ellen Eischen and
David Gotz and
Mathews Jacob and
Rachael Hageman Blair},
title = {Bootstrapping estimates of stability for clusters, observations and
model selection},
journal = {Comput. Stat.},
volume = {34},
number = {1},
pages = {349--372},
year = {2019},
url = {https://doi.org/10.1007/s00180-018-0830-y},
doi = {10.1007/S00180-018-0830-Y},
timestamp = {Thu, 17 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cstat/YuCFEGJB19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tci/PoddarMATAJ19,
author = {Sunrita Poddar and
Yasir Q. Mohsin and
Deidra Ansah and
Bijoy Thattaliyath and
Ravi Ashwath and
Mathews Jacob},
title = {Manifold Recovery Using Kernel Low-Rank Regularization: Application
to Dynamic Imaging},
journal = {{IEEE} Trans. Computational Imaging},
volume = {5},
number = {3},
pages = {478--491},
year = {2019},
url = {https://doi.org/10.1109/TCI.2019.2893598},
doi = {10.1109/TCI.2019.2893598},
timestamp = {Thu, 05 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tci/PoddarMATAJ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmi/AggarwalMJ19,
author = {Hemant Kumar Aggarwal and
Merry P. Mani and
Mathews Jacob},
title = {MoDL: Model-Based Deep Learning Architecture for Inverse Problems},
journal = {{IEEE} Trans. Medical Imaging},
volume = {38},
number = {2},
pages = {394--405},
year = {2019},
url = {https://doi.org/10.1109/TMI.2018.2865356},
doi = {10.1109/TMI.2018.2865356},
timestamp = {Thu, 18 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmi/AggarwalMJ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmi/Balachandrasekaran19,
author = {Arvind Balachandrasekaran and
Merry Mani and
Mathews Jacob},
title = {Calibration-Free {B0} Correction of {EPI} Data Using Structured Low
Rank Matrix Recovery},
journal = {{IEEE} Trans. Medical Imaging},
volume = {38},
number = {4},
pages = {979--990},
year = {2019},
url = {https://doi.org/10.1109/TMI.2018.2876423},
doi = {10.1109/TMI.2018.2876423},
timestamp = {Thu, 18 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmi/Balachandrasekaran19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmi/HuLJ19,
author = {Yue Hu and
Xiaohan Liu and
Mathews Jacob},
title = {A Generalized Structured Low-Rank Matrix Completion Algorithm for
{MR} Image Recovery},
journal = {{IEEE} Trans. Medical Imaging},
volume = {38},
number = {8},
pages = {1841--1851},
year = {2019},
url = {https://doi.org/10.1109/TMI.2018.2886290},
doi = {10.1109/TMI.2018.2886290},
timestamp = {Thu, 18 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmi/HuLJ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmi/MohsinPJ19,
author = {Yasir Q. Mohsin and
Sunrita Poddar and
Mathews Jacob},
title = {Free-Breathing {\&} Ungated Cardiac {MRI} Using Iterative SToRM
(i-SToRM)},
journal = {{IEEE} Trans. Medical Imaging},
volume = {38},
number = {10},
pages = {2303--2313},
year = {2019},
url = {https://doi.org/10.1109/TMI.2019.2908140},
doi = {10.1109/TMI.2019.2908140},
timestamp = {Thu, 18 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmi/MohsinPJ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsp/PoddarJ19,
author = {Sunrita Poddar and
Mathews Jacob},
title = {Clustering of Data With Missing Entries Using Non-Convex Fusion Penalties},
journal = {{IEEE} Trans. Signal Process.},
volume = {67},
number = {22},
pages = {5865--5880},
year = {2019},
url = {https://doi.org/10.1109/TSP.2019.2944758},
doi = {10.1109/TSP.2019.2944758},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tsp/PoddarJ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsp/ZouPJ19,
author = {Qing Zou and
Sunrita Poddar and
Mathews Jacob},
title = {Sampling of Planar Curves: Theory and Fast Algorithms},
journal = {{IEEE} Trans. Signal Process.},
volume = {67},
number = {24},
pages = {6455--6467},
year = {2019},
url = {https://doi.org/10.1109/TSP.2019.2954508},
doi = {10.1109/TSP.2019.2954508},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tsp/ZouPJ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isbi/PramanikAJ19,
author = {Aniket Pramanik and
Hemant Kumar Aggarwal and
Mathews Jacob},
title = {Off-The-Grid Model Based Deep Learning (O-Modl)},
booktitle = {16th {IEEE} International Symposium on Biomedical Imaging, {ISBI}
2019, Venice, Italy, April 8-11, 2019},
pages = {1395--1398},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/ISBI.2019.8759403},
doi = {10.1109/ISBI.2019.8759403},
timestamp = {Wed, 04 Oct 2023 17:01:25 +0200},
biburl = {https://dblp.org/rec/conf/isbi/PramanikAJ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isbi/AggarwalMJ19,
author = {Hemant Kumar Aggarwal and
Merry P. Mani and
Mathews Jacob},
title = {Multi-Shot Sensitivity-Encoded Diffusion {MRI} Using Model-Based Deep
Learning (Modl-Mussels)},
booktitle = {16th {IEEE} International Symposium on Biomedical Imaging, {ISBI}
2019, Venice, Italy, April 8-11, 2019},
pages = {1541--1544},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/ISBI.2019.8759514},
doi = {10.1109/ISBI.2019.8759514},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/isbi/AggarwalMJ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1910-12162,
author = {Mathews Jacob and
Merry P. Mani and
Jong Chul Ye},
title = {Structured Low-Rank Algorithms: Theory, {MR} Applications, and Links
to Machine Learning},
journal = {CoRR},
volume = {abs/1910.12162},
year = {2019},
url = {http://arxiv.org/abs/1910.12162},
eprinttype = {arXiv},
eprint = {1910.12162},
timestamp = {Thu, 31 Oct 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1910-12162.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1911-02945,
author = {Hemant Kumar Aggarwal and
Mathews Jacob},
title = {Joint Optimization of Sampling Patterns and Deep Priors for Improved
Parallel {MRI}},
journal = {CoRR},
volume = {abs/1911.02945},
year = {2019},
url = {http://arxiv.org/abs/1911.02945},
eprinttype = {arXiv},
eprint = {1911.02945},
timestamp = {Sat, 23 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1911-02945.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1911-12443,
author = {Aniket Pramanik and
Hemant Kumar Aggarwal and
Mathews Jacob},
title = {Calibrationless Parallel {MRI} using Model based Deep Learning {(C-MODL)}},
journal = {CoRR},
volume = {abs/1911.12443},
year = {2019},
url = {http://arxiv.org/abs/1911.12443},
eprinttype = {arXiv},
eprint = {1911.12443},
timestamp = {Wed, 08 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1911-12443.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1912-03433,
author = {Aniket Pramanik and
Hemant Kumar Aggarwal and
Mathews Jacob},
title = {Deep Generalization of Structured Low Rank Algorithms (Deep-SLR)},
journal = {CoRR},
volume = {abs/1912.03433},
year = {2019},
url = {http://arxiv.org/abs/1912.03433},
eprinttype = {arXiv},
eprint = {1912.03433},
timestamp = {Thu, 02 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1912-03433.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsp/OngieBJ18,
author = {Greg Ongie and
Sampurna Biswas and
Mathews Jacob},
title = {Convex Recovery of Continuous Domain Piecewise Constant Images From
Nonuniform Fourier Samples},
journal = {{IEEE} Trans. Signal Process.},
volume = {66},
number = {1},
pages = {236--250},
year = {2018},
url = {https://doi.org/10.1109/TSP.2017.2750111},
doi = {10.1109/TSP.2017.2750111},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tsp/OngieBJ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/PoddarJ18,
author = {Sunrita Poddar and
Mathews Jacob},
title = {Clustering of Data with Missing Entries},
booktitle = {2018 {IEEE} International Conference on Acoustics, Speech and Signal
Processing, {ICASSP} 2018, Calgary, AB, Canada, April 15-20, 2018},
pages = {2831--2835},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/ICASSP.2018.8462602},
doi = {10.1109/ICASSP.2018.8462602},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/PoddarJ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/PoddarJ18a,
author = {Sunrita Poddar and
Mathews Jacob},
title = {Recovery of Noisy Points on Bandlimited Surfaces: Kernel Methods Re-Explained},
booktitle = {2018 {IEEE} International Conference on Acoustics, Speech and Signal
Processing, {ICASSP} 2018, Calgary, AB, Canada, April 15-20, 2018},
pages = {4024--4028},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/ICASSP.2018.8462186},
doi = {10.1109/ICASSP.2018.8462186},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/PoddarJ18a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/BiswasAPJ18,
author = {Sampurna Biswas and
Hemant Kumar Aggarwal and
Sunrita Poddar and
Mathews Jacob},
title = {Model-Based Free-Breathing Cardiac {MRI} Reconstruction Using Deep
Learned {\&} Storm Priors: {MODL-STORM}},
booktitle = {2018 {IEEE} International Conference on Acoustics, Speech and Signal
Processing, {ICASSP} 2018, Calgary, AB, Canada, April 15-20, 2018},
pages = {6533--6537},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/ICASSP.2018.8462637},
doi = {10.1109/ICASSP.2018.8462637},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/BiswasAPJ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isbi/AggarwalMJ18,
author = {Hemant Kumar Aggarwal and
Merry P. Mani and
Mathews Jacob},
title = {Model based image reconstruction using deep learned priors {(MODL)}},
booktitle = {15th {IEEE} International Symposium on Biomedical Imaging, {ISBI}
2018, Washington, DC, USA, April 4-7, 2018},
pages = {671--674},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/ISBI.2018.8363663},
doi = {10.1109/ISBI.2018.8363663},
timestamp = {Wed, 04 Oct 2023 17:01:25 +0200},
biburl = {https://dblp.org/rec/conf/isbi/AggarwalMJ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isbi/BhattacharyaJ18,
author = {Ipshita Bhattacharya and
Mathews Jacob},
title = {Denoising and deinterleaving of {EPSI} data using structured low-rank
matrix recovery},
booktitle = {15th {IEEE} International Symposium on Biomedical Imaging, {ISBI}
2018, Washington, DC, USA, April 4-7, 2018},
pages = {679--682},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/ISBI.2018.8363665},
doi = {10.1109/ISBI.2018.8363665},
timestamp = {Fri, 02 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/isbi/BhattacharyaJ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isbi/HuLJ18,
author = {Yue Hu and
Xiaohan Liu and
Mathews Jacob},
title = {Adaptive structured low rank algorithm for {MR} image recovery},
booktitle = {15th {IEEE} International Symposium on Biomedical Imaging, {ISBI}
2018, Washington, DC, USA, April 4-7, 2018},
pages = {1260--1263},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/ISBI.2018.8363800},
doi = {10.1109/ISBI.2018.8363800},
timestamp = {Fri, 02 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/isbi/HuLJ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isbi/PoddarJ18,
author = {Sunrita Poddar and
Mathews Jacob},
title = {Recovery of point clouds on surfaces: Application to image reconstruction},
booktitle = {15th {IEEE} International Symposium on Biomedical Imaging, {ISBI}
2018, Washington, DC, USA, April 4-7, 2018},
pages = {1272--1275},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/ISBI.2018.8363803},
doi = {10.1109/ISBI.2018.8363803},
timestamp = {Fri, 02 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/isbi/PoddarJ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isit/XuYDCJC18,
author = {Weiyu Xu and
Jirong Yi and
Soura Dasgupta and
Jian{-}Feng Cai and
Mathews Jacob and
Myung Cho},
title = {Sep]ration-Free Super-Resolution from Compressed Measurements is Possible:
an Orthonormal Atomic Norm Minimization Approach},
booktitle = {2018 {IEEE} International Symposium on Information Theory, {ISIT}
2018, Vail, CO, USA, June 17-22, 2018},
pages = {76--80},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/ISIT.2018.8437560},
doi = {10.1109/ISIT.2018.8437560},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/isit/XuYDCJC18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1801-00886,
author = {Sunrita Poddar and
Mathews Jacob},
title = {Recovery of Point Clouds on Surfaces: Application to Image Reconstruction},
journal = {CoRR},
volume = {abs/1801.00886},
year = {2018},
url = {http://arxiv.org/abs/1801.00886},
eprinttype = {arXiv},
eprint = {1801.00886},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1801-00886.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1801-00890,
author = {Sunrita Poddar and
Mathews Jacob},
title = {Recovery of Noisy Points on Band-limited Surfaces: Kernel Methods
Re-explained},
journal = {CoRR},
volume = {abs/1801.00890},
year = {2018},
url = {http://arxiv.org/abs/1801.00890},
eprinttype = {arXiv},
eprint = {1801.00890},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1801-00890.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1801-01455,
author = {Sunrita Poddar and
Mathews Jacob},
title = {Clustering of Data with Missing Entries},
journal = {CoRR},
volume = {abs/1801.01455},
year = {2018},
url = {http://arxiv.org/abs/1801.01455},
eprinttype = {arXiv},
eprint = {1801.01455},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1801-01455.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1802-08909,
author = {Sunrita Poddar and
Yasir Q. Mohsin and
Deidra Ansah and
Bijoy Thattaliyath and
Ravi Ashwath and
Mathews Jacob},
title = {Free-breathing cardiac {MRI} using bandlimited manifold modelling},
journal = {CoRR},
volume = {abs/1802.08909},
year = {2018},
url = {http://arxiv.org/abs/1802.08909},
eprinttype = {arXiv},
eprint = {1802.08909},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1802-08909.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1804-07436,
author = {Arvind Balachandrasekaran and
Merry Mani and
Mathews Jacob},
title = {Calibration-free {B0} correction of {EPI} data using structured low
rank matrix recovery},
journal = {CoRR},
volume = {abs/1804.07436},
year = {2018},
url = {http://arxiv.org/abs/1804.07436},
eprinttype = {arXiv},
eprint = {1804.07436},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1804-07436.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1807-03845,
author = {Sampurna Biswas and
Hemant Kumar Aggarwal and
Sunrita Poddar and
Mathews Jacob},
title = {Model-based free-breathing cardiac {MRI} reconstruction using deep
learned {\&} {STORM} priors: MoDL-STORM},
journal = {CoRR},
volume = {abs/1807.03845},
year = {2018},
url = {http://arxiv.org/abs/1807.03845},
eprinttype = {arXiv},
eprint = {1807.03845},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1807-03845.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1812-08115,
author = {Hemant Kumar Aggarwal and
Merry P. Mani and
Mathews Jacob},
title = {Multi-Shot Sensitivity-Encoded Diffusion {MRI} using Model-Based Deep
Learning {(MODL-MUSSELS)}},
journal = {CoRR},
volume = {abs/1812.08115},
year = {2018},
url = {http://arxiv.org/abs/1812.08115},
eprinttype = {arXiv},
eprint = {1812.08115},
timestamp = {Wed, 02 Jan 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1812-08115.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1812-10747,
author = {Aniket Pramanik and
Hemant Kumar Aggarwal and
Mathews Jacob},
title = {Off-the-grid model based deep learning {(O-MODL)}},
journal = {CoRR},
volume = {abs/1812.10747},
year = {2018},
url = {http://arxiv.org/abs/1812.10747},
eprinttype = {arXiv},
eprint = {1812.10747},
timestamp = {Wed, 02 Jan 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1812-10747.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/dsp/AchantaBDDJM17,
author = {Hema Kumari Achanta and
Sampurna Biswas and
Bhanumati N. Dasgupta and
Soura Dasgupta and
Mathews Jacob and
Raghuraman Mudumbai},
title = {The spark of Fourier matrices: Connections to vanishing sums and coprimeness},
journal = {Digit. Signal Process.},
volume = {61},
pages = {76--85},
year = {2017},
url = {https://doi.org/10.1016/j.dsp.2016.07.008},
doi = {10.1016/J.DSP.2016.07.008},
timestamp = {Thu, 20 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/dsp/AchantaBDDJM17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tci/BiswasDMJ17,
author = {Sampurna Biswas and
Soura Dasgupta and
Raghuraman Mudumbai and
Mathews Jacob},
title = {Subspace Aware Recovery of Low Rank and Jointly Sparse Signals},
journal = {{IEEE} Trans. Computational Imaging},
volume = {3},
number = {1},
pages = {22--35},
year = {2017},
url = {https://doi.org/10.1109/TCI.2016.2628352},
doi = {10.1109/TCI.2016.2628352},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tci/BiswasDMJ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tci/OngieJ17,
author = {Gregory Ongie and
Mathews Jacob},
title = {A Fast Algorithm for Convolutional Structured Low-Rank Matrix Recovery},
journal = {{IEEE} Trans. Computational Imaging},
volume = {3},
number = {4},
pages = {535--550},
year = {2017},
url = {https://doi.org/10.1109/TCI.2017.2721819},
doi = {10.1109/TCI.2017.2721819},
timestamp = {Sat, 30 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tci/OngieJ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmi/Balachandrasekaran17,
author = {Arvind Balachandrasekaran and
Vincent Magnotta and
Mathews Jacob},
title = {Recovery of Damped Exponentials Using Structured Low Rank Matrix Completion},
journal = {{IEEE} Trans. Medical Imaging},
volume = {36},
number = {10},
pages = {2087--2098},
year = {2017},
url = {https://doi.org/10.1109/TMI.2017.2726995},
doi = {10.1109/TMI.2017.2726995},
timestamp = {Thu, 18 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmi/Balachandrasekaran17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isbi/Balachandrasekaran17,
author = {Arvind Balachandrasekaran and
Mathews Jacob},
title = {Novel structured low-rank algorithm to recover spatially smooth exponential
image time series},
booktitle = {14th {IEEE} International Symposium on Biomedical Imaging, {ISBI}
2017, Melbourne, Australia, April 18-21, 2017},
pages = {1--4},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/ISBI.2017.7950454},
doi = {10.1109/ISBI.2017.7950454},
timestamp = {Wed, 04 Oct 2023 17:01:25 +0200},
biburl = {https://dblp.org/rec/conf/isbi/Balachandrasekaran17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/OngieBJ17,
author = {Greg Ongie and
Sampurna Biswas and
Mathews Jacob},
title = {Convex recovery of continuous domain piecewise constant images from
non-uniform Fourier samples},
journal = {CoRR},
volume = {abs/1703.01405},
year = {2017},
url = {http://arxiv.org/abs/1703.01405},
eprinttype = {arXiv},
eprint = {1703.01405},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/OngieBJ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/Balachandrasekaran17,
author = {Arvind Balachandrasekaran and
Mathews Jacob},
title = {Novel Structured Low-rank algorithm to recover spatially smooth exponential
image time series},
journal = {CoRR},
volume = {abs/1703.09880},
year = {2017},
url = {http://arxiv.org/abs/1703.09880},
eprinttype = {arXiv},
eprint = {1703.09880},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/Balachandrasekaran17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/Balachandrasekaran17a,
author = {Arvind Balachandrasekaran and
Vincent Magnotta and
Mathews Jacob},
title = {Recovery of damped exponentials using structured low rank matrix completion},
journal = {CoRR},
volume = {abs/1704.04511},
year = {2017},
url = {http://arxiv.org/abs/1704.04511},
eprinttype = {arXiv},
eprint = {1704.04511},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/Balachandrasekaran17a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1709-01870,
author = {Sunrita Poddar and
Mathews Jacob},
title = {Clustering of Data with Missing Entries using Non-convex Fusion Penalties},
journal = {CoRR},
volume = {abs/1709.01870},
year = {2017},
url = {http://arxiv.org/abs/1709.01870},
eprinttype = {arXiv},
eprint = {1709.01870},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1709-01870.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1711-01396,
author = {Weiyu Xu and
Jirong Yi and
Soura Dasgupta and
Jian{-}Feng Cai and
Mathews Jacob and
Myung Cho},
title = {Separation-Free Super-Resolution from Compressed Measurements is Possible:
an Orthonormal Atomic Norm Minimization Approach},
journal = {CoRR},
volume = {abs/1711.01396},
year = {2017},
url = {http://arxiv.org/abs/1711.01396},
eprinttype = {arXiv},
eprint = {1711.01396},
timestamp = {Tue, 24 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1711-01396.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1712-02862,
author = {Hemant Kumar Aggarwal and
Merry P. Mani and
Mathews Jacob},
title = {MoDL: Model Based Deep Learning Architecture for Inverse Problems},
journal = {CoRR},
volume = {abs/1712.02862},
year = {2017},
url = {http://arxiv.org/abs/1712.02862},
eprinttype = {arXiv},
eprint = {1712.02862},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1712-02862.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/siamis/OngieJ16,
author = {Greg Ongie and
Mathews Jacob},
title = {Off-the-Grid Recovery of Piecewise Constant Images from Few Fourier
Samples},
journal = {{SIAM} J. Imaging Sci.},
volume = {9},
number = {3},
pages = {1004--1041},
year = {2016},
url = {https://doi.org/10.1137/15M1042280},
doi = {10.1137/15M1042280},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/siamis/OngieJ16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmi/PoddarJ16,
author = {Sunrita Poddar and
Mathews Jacob},
title = {Dynamic {MRI} Using SmooThness Regularization on Manifolds (SToRM)},
journal = {{IEEE} Trans. Medical Imaging},
volume = {35},
number = {4},
pages = {1106--1115},
year = {2016},
url = {https://doi.org/10.1109/TMI.2015.2509245},
doi = {10.1109/TMI.2015.2509245},
timestamp = {Thu, 18 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmi/PoddarJ16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/embc/ManiMKJ16,
author = {Merry Mani and
Vincent Magnotta and
Douglas Kelley and
Mathews Jacob},
title = {Comprehensive reconstruction of multi-shot multi-channel diffusion
data using mussels},
booktitle = {38th Annual International Conference of the {IEEE} Engineering in
Medicine and Biology Society, {EMBC} 2016, Orlando, FL, USA, August
16-20, 2016},
pages = {1107--1110},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/EMBC.2016.7590897},
doi = {10.1109/EMBC.2016.7590897},
timestamp = {Wed, 16 Oct 2019 14:14:50 +0200},
biburl = {https://dblp.org/rec/conf/embc/ManiMKJ16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icip/OngieBJ16,
author = {Greg Ongie and
Sampurna Biswas and
Mathews Jacob},
title = {Structured low-rank recovery of piecewise constant signals with performance
guarantees},
booktitle = {2016 {IEEE} International Conference on Image Processing, {ICIP} 2016,
Phoenix, AZ, USA, September 25-28, 2016},
pages = {963--967},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/ICIP.2016.7532500},
doi = {10.1109/ICIP.2016.7532500},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icip/OngieBJ16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icip/Balachandrasekaran16,
author = {Arvind Balachandrasekaran and
Greg Ongie and
Mathews Jacob},
title = {Accelerated dynamic {MRI} using structured low rank matrix completion},
booktitle = {2016 {IEEE} International Conference on Image Processing, {ICIP} 2016,
Phoenix, AZ, USA, September 25-28, 2016},
pages = {1858--1862},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/ICIP.2016.7532680},
doi = {10.1109/ICIP.2016.7532680},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icip/Balachandrasekaran16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icip/HuLJ16,
author = {Yue Hu and
Xin Lu and
Mathews Jacob},
title = {Multiple degree total variation {(MDTV)} regularization for image
restoration},
booktitle = {2016 {IEEE} International Conference on Image Processing, {ICIP} 2016,
Phoenix, AZ, USA, September 25-28, 2016},
pages = {1958--1962},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/ICIP.2016.7532700},
doi = {10.1109/ICIP.2016.7532700},
timestamp = {Fri, 23 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icip/HuLJ16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icip/PoddarJ16,
author = {Sunrita Poddar and
Mathews Jacob},
title = {Convex clustering and recovery of partially observed data},
booktitle = {2016 {IEEE} International Conference on Image Processing, {ICIP} 2016,
Phoenix, AZ, USA, September 25-28, 2016},
pages = {3498--3502},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/ICIP.2016.7533010},
doi = {10.1109/ICIP.2016.7533010},
timestamp = {Fri, 02 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icip/PoddarJ16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isbi/OngieJ16,
author = {Greg Ongie and
Mathews Jacob},
title = {A fast algorithm for structured low-rank matrix recovery with applications
to undersampled {MRI} reconstruction},
booktitle = {13th {IEEE} International Symposium on Biomedical Imaging, {ISBI}
2016, Prague, Czech Republic, April 13-16, 2016},
pages = {522--525},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/ISBI.2016.7493322},
doi = {10.1109/ISBI.2016.7493322},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/isbi/OngieJ16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isbi/BhattacharyaJ16,
author = {Ipshita Bhattacharya and
Mathews Jacob},
title = {Compartmentalized low-rank regularization with orthogonality constraints
for high-resolution {MRSI}},
booktitle = {13th {IEEE} International Symposium on Biomedical Imaging, {ISBI}
2016, Prague, Czech Republic, April 13-16, 2016},
pages = {960--963},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/ISBI.2016.7493424},
doi = {10.1109/ISBI.2016.7493424},
timestamp = {Fri, 02 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/isbi/BhattacharyaJ16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/OngieBJ16,
author = {Greg Ongie and
Sampurna Biswas and
Mathews Jacob},
title = {Structured low-rank recovery of piecewise constant signals with performance
guarantees},
journal = {CoRR},
volume = {abs/1604.04888},
year = {2016},
url = {http://arxiv.org/abs/1604.04888},
eprinttype = {arXiv},
eprint = {1604.04888},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/OngieBJ16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/OngieJ16,
author = {Greg Ongie and
Mathews Jacob},
title = {{GIRAF:} {A} Fast Algorithm for Structured Low-Rank Matrix Recovery},
journal = {CoRR},
volume = {abs/1609.07429},
year = {2016},
url = {http://arxiv.org/abs/1609.07429},
eprinttype = {arXiv},
eprint = {1609.07429},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/OngieJ16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/spl/OngieJ15,
author = {Greg Ongie and
Mathews Jacob},
title = {Recovery of Discontinuous Signals Using Group Sparse Higher Degree
Total Variation},
journal = {{IEEE} Signal Process. Lett.},
volume = {22},
number = {9},
pages = {1414--1418},
year = {2015},
url = {https://doi.org/10.1109/LSP.2015.2407321},
doi = {10.1109/LSP.2015.2407321},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/spl/OngieJ15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/spl/BiswasAJDM15,
author = {Sampurna Biswas and
Hema Kumari Achanta and
Mathews Jacob and
Soura Dasgupta and
Raghuraman Mudumbai},
title = {Recovery of Low Rank and Jointly Sparse Matrices with Two Sampling
Matrices},
journal = {{IEEE} Signal Process. Lett.},
volume = {22},
number = {11},
pages = {1945--1949},
year = {2015},
url = {https://doi.org/10.1109/LSP.2015.2447455},
doi = {10.1109/LSP.2015.2447455},
timestamp = {Fri, 02 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/spl/BiswasAJDM15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmi/LingalaDJ15,
author = {Sajan Goud Lingala and
Edward DiBella and
Mathews Jacob},
title = {Deformation Corrected Compressed Sensing {(DC-CS):} {A} Novel Framework
for Accelerated Dynamic {MRI}},
journal = {{IEEE} Trans. Medical Imaging},
volume = {34},
number = {1},
pages = {72--85},
year = {2015},
url = {https://doi.org/10.1109/TMI.2014.2343953},
doi = {10.1109/TMI.2014.2343953},
timestamp = {Thu, 18 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmi/LingalaDJ15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmi/MohsinOJ15,
author = {Yasir Q. Mohsin and
Gregory Ongie and
Mathews Jacob},
title = {Iterative Shrinkage Algorithm for Patch-Smoothness Regularized Medical
Image Recovery},
journal = {{IEEE} Trans. Medical Imaging},
volume = {34},
number = {12},
pages = {2417--2428},
year = {2015},
url = {https://doi.org/10.1109/TMI.2015.2398466},
doi = {10.1109/TMI.2015.2398466},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmi/MohsinOJ15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eusipco/BiswasDJM15,
author = {Sampurna Biswas and
Soura Dasgupta and
Mathews Jacob and
Raghuraman Mudumbai},
title = {Spark under 2-D fourier sampling},
booktitle = {23rd European Signal Processing Conference, {EUSIPCO} 2015, Nice,
France, August 31 - September 4, 2015},
pages = {2821--2824},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/EUSIPCO.2015.7362899},
doi = {10.1109/EUSIPCO.2015.7362899},
timestamp = {Wed, 16 Oct 2019 14:14:50 +0200},
biburl = {https://dblp.org/rec/conf/eusipco/BiswasDJM15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isbi/PoddarJ15,
author = {Sunrita Poddar and
Mathews Jacob},
title = {Low rank recovery with manifold smoothness prior: Theory and application
to accelerated dynamic {MRI}},
booktitle = {12th {IEEE} International Symposium on Biomedical Imaging, {ISBI}
2015, Brooklyn, NY, USA, April 16-19, 2015},
pages = {319--322},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/ISBI.2015.7163877},
doi = {10.1109/ISBI.2015.7163877},
timestamp = {Wed, 04 Oct 2023 17:01:25 +0200},
biburl = {https://dblp.org/rec/conf/isbi/PoddarJ15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isbi/Balachandrasekaran15,
author = {Arvind Balachandrasekaran and
Mathews Jacob},
title = {Accelerated dynamic {MRI} using self expressiveness prior},
booktitle = {12th {IEEE} International Symposium on Biomedical Imaging, {ISBI}
2015, Brooklyn, NY, USA, April 16-19, 2015},
pages = {893--896},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/ISBI.2015.7164014},
doi = {10.1109/ISBI.2015.7164014},
timestamp = {Fri, 02 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/isbi/Balachandrasekaran15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isbi/BiswasPDMJ15,
author = {Sampurna Biswas and
Sunrita Poddar and
Soura Dasgupta and
Raghuraman Mudumbai and
Mathews Jacob},
title = {Two step recovery of jointly sparse and low-rank matrices: Theoretical
guarantees},
booktitle = {12th {IEEE} International Symposium on Biomedical Imaging, {ISBI}
2015, Brooklyn, NY, USA, April 16-19, 2015},
pages = {914--917},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/ISBI.2015.7164019},
doi = {10.1109/ISBI.2015.7164019},
timestamp = {Fri, 02 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/isbi/BiswasPDMJ15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isbi/OngieJ15,
author = {Greg Ongie and
Mathews Jacob},
title = {Super-resolution {MRI} using finite rate of innovation curves},
booktitle = {12th {IEEE} International Symposium on Biomedical Imaging, {ISBI}
2015, Brooklyn, NY, USA, April 16-19, 2015},
pages = {1248--1251},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/ISBI.2015.7164100},
doi = {10.1109/ISBI.2015.7164100},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/isbi/OngieJ15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/OngieJ15,
author = {Greg Ongie and
Mathews Jacob},
title = {Super-resolution {MRI} Using Finite Rate of Innovation Curves},
journal = {CoRR},
volume = {abs/1501.01697},
year = {2015},
url = {http://arxiv.org/abs/1501.01697},
eprinttype = {arXiv},
eprint = {1501.01697},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/OngieJ15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/OngieJ15a,
author = {Greg Ongie and
Mathews Jacob},
title = {Recovery of Piecewise Smooth Images from Few Fourier Samples},
journal = {CoRR},
volume = {abs/1502.00705},
year = {2015},
url = {http://arxiv.org/abs/1502.00705},
eprinttype = {arXiv},
eprint = {1502.00705},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/OngieJ15a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/OngieJ15b,
author = {Greg Ongie and
Mathews Jacob},
title = {Off-the-Grid Recovery of Piecewise Constant Images from Few Fourier
Samples},
journal = {CoRR},
volume = {abs/1510.00384},
year = {2015},
url = {http://arxiv.org/abs/1510.00384},
eprinttype = {arXiv},
eprint = {1510.00384},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/OngieJ15b.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tip/HuORJ14,
author = {Yue Hu and
Greg Ongie and
Sathish Ramani and
Mathews Jacob},
title = {Generalized Higher Degree Total Variation {(HDTV)} Regularization},
journal = {{IEEE} Trans. Image Process.},
volume = {23},
number = {6},
pages = {2423--2435},
year = {2014},
url = {https://doi.org/10.1109/TIP.2014.2315156},
doi = {10.1109/TIP.2014.2315156},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tip/HuORJ14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmi/DaducciCDGGLMMPRRRSCCDJMPRWT14,
author = {Alessandro Daducci and
Erick Jorge Canales{-}Rodr{\'{\i}}guez and
Maxime Descoteaux and
Eleftherios Garyfallidis and
Yaniv Gur and
Ying{-}Chia Lin and
Merry Mani and
Sylvain Merlet and
Michael Paquette and
Alonso Ramirez{-}Manzanares and
Marco Reisert and
Paulo Reis Rodrigues and
Farshid Sepehrband and
Emmanuel Caruyer and
Jeiran Choupan and
Rachid Deriche and
Mathews Jacob and
Gloria Menegaz and
Vesna Prckovska and
Mariano Rivera and
Yves Wiaux and
Jean{-}Philippe Thiran},
title = {Quantitative Comparison of Reconstruction Methods for Intra-Voxel
Fiber Recovery From Diffusion {MRI}},
journal = {{IEEE} Trans. Medical Imaging},
volume = {33},
number = {2},
pages = {384--399},
year = {2014},
url = {https://doi.org/10.1109/TMI.2013.2285500},
doi = {10.1109/TMI.2013.2285500},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tmi/DaducciCDGGLMMPRRRSCCDJMPRWT14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acssc/BiswasPDMJ14,
author = {Sampurna Biswas and
Sunrita Poddar and
Soura Dasgupta and
Raghuraman Mudumbai and
Mathews Jacob},
editor = {Michael B. Matthews},
title = {Subspace based low rank {\&} joint sparse matrix recovery},
booktitle = {48th Asilomar Conference on Signals, Systems and Computers, {ACSSC}
2014, Pacific Grove, CA, USA, November 2-5, 2014},
pages = {642--646},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/ACSSC.2014.7094525},
doi = {10.1109/ACSSC.2014.7094525},
timestamp = {Wed, 16 Oct 2019 14:14:57 +0200},
biburl = {https://dblp.org/rec/conf/acssc/BiswasPDMJ14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/embc/MohsinOJ14,
author = {Yasir Q. Mohsin and
Gregory Ongie and
Mathews Jacob},
title = {Accelerated {MRI} using iterative non-local shrinkage},
booktitle = {36th Annual International Conference of the {IEEE} Engineering in
Medicine and Biology Society, {EMBC} 2014, Chicago, IL, USA, August
26-30, 2014},
pages = {1545--1548},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/EMBC.2014.6943897},
doi = {10.1109/EMBC.2014.6943897},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/embc/MohsinOJ14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/embc/BhaveLJ14,
author = {Sampada Bhave and
Sajan Goud Lingala and
Mathews Jacob},
title = {A variable splitting based algorithm for fast multi-coil blind compressed
sensing {MRI} reconstruction},
booktitle = {36th Annual International Conference of the {IEEE} Engineering in
Medicine and Biology Society, {EMBC} 2014, Chicago, IL, USA, August
26-30, 2014},
pages = {2400--2403},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/EMBC.2014.6944105},
doi = {10.1109/EMBC.2014.6944105},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/embc/BhaveLJ14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/PoddarLJ14,
author = {Sunrita Poddar and
Sajan Goud Lingala and
Mathews Jacob},
title = {Joint recovery of under sampled signals on a manifold: Application
to free breathing cardiac {MRI}},
booktitle = {{IEEE} International Conference on Acoustics, Speech and Signal Processing,
{ICASSP} 2014, Florence, Italy, May 4-9, 2014},
pages = {6904--6908},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/ICASSP.2014.6854938},
doi = {10.1109/ICASSP.2014.6854938},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/PoddarLJ14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ieeesam/AchantaBDJDM14,
author = {Hema Kumari Achanta and
Sampurna Biswas and
Soura Dasgupta and
Mathews Jacob and
Bhanumati N. Dasgupta and
Raghuraman Mudumbai},
title = {Coprime conditions for Fourier sampling for sparse recovery},
booktitle = {{IEEE} 8th Sensor Array and Multichannel Signal Processing Workshop,
{SAM} 2014, {A} Coruna, Spain, June 22-25, 2014},
pages = {533--536},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/SAM.2014.6882460},
doi = {10.1109/SAM.2014.6882460},
timestamp = {Wed, 16 Oct 2019 14:14:49 +0200},
biburl = {https://dblp.org/rec/conf/ieeesam/AchantaBDJDM14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isbi/OngieHJ14,
author = {Greg Ongie and
Yue Hu and
Mathews Jacob},
title = {Higher degree total variation for 3-D image recovery},
booktitle = {{IEEE} 11th International Symposium on Biomedical Imaging, {ISBI}
2014, April 29 - May 2, 2014, Beijing, Chin, Beijing, China},
pages = {1003--1006},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/ISBI.2014.6868042},
doi = {10.1109/ISBI.2014.6868042},
timestamp = {Wed, 04 Oct 2023 17:01:25 +0200},
biburl = {https://dblp.org/rec/conf/isbi/OngieHJ14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/MoshinOJ14,
author = {Yasir Q. Mohsin and
Greg Ongie and
Mathews Jacob},
title = {Iterative Non-Local Shrinkage Algorithm for {MR} Image Reconstruction},
journal = {CoRR},
volume = {abs/1405.5494},
year = {2014},
url = {http://arxiv.org/abs/1405.5494},
eprinttype = {arXiv},
eprint = {1405.5494},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/MoshinOJ14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/LingalaDJ14,
author = {Sajan Goud Lingala and
Edward DiBella and
Mathews Jacob},
title = {Deformation corrected compressed sensing {(DC-CS):} a novel framework
for accelerated dynamic {MRI}},
journal = {CoRR},
volume = {abs/1405.7718},
year = {2014},
url = {http://arxiv.org/abs/1405.7718},
eprinttype = {arXiv},
eprint = {1405.7718},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/LingalaDJ14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/BiswasPDMJ14a,
author = {Sampurna Biswas and
Sunrita Poddar and
Soura Dasgupta and
Raghuraman Mudumbai and
Mathews Jacob},
title = {Two step recovery of jointly sparse and low-rank matrices: theoretical
guarantees},
journal = {CoRR},
volume = {abs/1412.2669},
year = {2014},
url = {http://arxiv.org/abs/1412.2669},
eprinttype = {arXiv},
eprint = {1412.2669},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/BiswasPDMJ14a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/BiswasPDMJ14,
author = {Sampurna Biswas and
Sunrita Poddar and
Soura Dasgupta and
Raghuraman Mudumbai and
Mathews Jacob},
title = {Subspace based low rank and joint sparse matrix recovery},
journal = {CoRR},
volume = {abs/1412.2700},
year = {2014},
url = {http://arxiv.org/abs/1412.2700},
eprinttype = {arXiv},
eprint = {1412.2700},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/BiswasPDMJ14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tip/YangJ13,
author = {Zhili Yang and
Mathews Jacob},
title = {Nonlocal Regularization of Inverse Problems: {A} Unified Variational
Framework},
journal = {{IEEE} Trans. Image Process.},
volume = {22},
number = {8},
pages = {3192--3203},
year = {2013},
url = {https://doi.org/10.1109/TIP.2012.2216278},
doi = {10.1109/TIP.2012.2216278},
timestamp = {Sun, 10 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tip/YangJ13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmi/LingalaJ13,
author = {Sajan Goud Lingala and
Mathews Jacob},
title = {Blind Compressive Sensing Dynamic {MRI}},
journal = {{IEEE} Trans. Medical Imaging},
volume = {32},
number = {6},
pages = {1132--1145},
year = {2013},
url = {https://doi.org/10.1109/TMI.2013.2255133},
doi = {10.1109/TMI.2013.2255133},
timestamp = {Thu, 18 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmi/LingalaJ13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isbi/LingalaJ13,
author = {Sajan Goud Lingala and
Mathews Jacob},
title = {Blind compressed sensing with sparse dictionaries for accelerated
dynamic {MRI}},
booktitle = {10th {IEEE} International Symposium on Biomedical Imaging: From Nano
to Macro, {ISBI} 2013, 7-11 April, 2013, San Francisco, CA, USA, Proceedings},
pages = {5--8},
publisher = {{IEEE}},
year = {2013},
url = {https://doi.org/10.1109/ISBI.2013.6556398},
doi = {10.1109/ISBI.2013.6556398},
timestamp = {Wed, 04 Oct 2023 17:01:25 +0200},
biburl = {https://dblp.org/rec/conf/isbi/LingalaJ13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isbi/HuRJ13,
author = {Yue Hu and
Sathish Ramani and
Mathews Jacob},
title = {A fast majorize minimize algorithm for higher degree total variation
regularization},
booktitle = {10th {IEEE} International Symposium on Biomedical Imaging: From Nano
to Macro, {ISBI} 2013, 7-11 April, 2013, San Francisco, CA, USA, Proceedings},
pages = {326--329},
publisher = {{IEEE}},
year = {2013},
url = {https://doi.org/10.1109/ISBI.2013.6556478},
doi = {10.1109/ISBI.2013.6556478},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/isbi/HuRJ13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tip/HuLJ12,
author = {Yue Hu and
Sajan Goud Lingala and
Mathews Jacob},
title = {A Fast Majorize-Minimize Algorithm for the Recovery of Sparse and
Low-Rank Matrices},
journal = {{IEEE} Trans. Image Process.},
volume = {21},
number = {2},
pages = {742--753},
year = {2012},
url = {https://doi.org/10.1109/TIP.2011.2165552},
doi = {10.1109/TIP.2011.2165552},
timestamp = {Sun, 10 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tip/HuLJ12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tip/HuJ12,
author = {Yue Hu and
Mathews Jacob},
title = {Higher Degree Total Variation {(HDTV)} Regularization for Image Recovery},
journal = {{IEEE} Trans. Image Process.},
volume = {21},
number = {5},
pages = {2559--2571},
year = {2012},
url = {https://doi.org/10.1109/TIP.2012.2183143},
doi = {10.1109/TIP.2012.2183143},
timestamp = {Sun, 10 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tip/HuJ12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isbi/ManiJGLSMZ12,
author = {Merry Mani and
Mathews Jacob and
Arnaud Guidon and
Chunlei Liu and
Allen W. Song and
Vincent Magnotta and
Jianhui Zhong},
title = {Acceleration of high angular and spatial resolution diffusion imaging
using compressed sensing},
booktitle = {9th {IEEE} International Symposium on Biomedical Imaging: From Nano
to Macro, {ISBI} 2012, May 2-5, 2012, Barcelona, Spain, Proceedings},
pages = {326--329},
publisher = {{IEEE}},
year = {2012},
url = {https://doi.org/10.1109/ISBI.2012.6235550},
doi = {10.1109/ISBI.2012.6235550},
timestamp = {Mon, 21 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/isbi/ManiJGLSMZ12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isbi/ManiJGMZ12,
author = {Merry Mani and
Mathews Jacob and
Arnaud Guidon and
Vincent Magnotta and
Jianhui Zhong},
title = {Accelerating non-Cartesian sense for large coil arrays: Application
to motion compensation in multishot {DWI}},
booktitle = {9th {IEEE} International Symposium on Biomedical Imaging: From Nano
to Macro, {ISBI} 2012, May 2-5, 2012, Barcelona, Spain, Proceedings},
pages = {406--409},
publisher = {{IEEE}},
year = {2012},
url = {https://doi.org/10.1109/ISBI.2012.6235570},
doi = {10.1109/ISBI.2012.6235570},
timestamp = {Wed, 25 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/isbi/ManiJGMZ12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isbi/HuJ12,
author = {Yue Hu and
Mathews Jacob},
title = {Improved higher degree total variation {(HDTV)} regularization},
booktitle = {9th {IEEE} International Symposium on Biomedical Imaging: From Nano
to Macro, {ISBI} 2012, May 2-5, 2012, Barcelona, Spain, Proceedings},
pages = {656--659},
publisher = {{IEEE}},
year = {2012},
url = {https://doi.org/10.1109/ISBI.2012.6235633},
doi = {10.1109/ISBI.2012.6235633},
timestamp = {Fri, 02 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/isbi/HuJ12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isbi/YangJ12,
author = {Zhili Yang and
Mathews Jacob},
title = {Robust non-local regularization framework for motion compensated dynamic
imaging without explicit motion estimation},
booktitle = {9th {IEEE} International Symposium on Biomedical Imaging: From Nano
to Macro, {ISBI} 2012, May 2-5, 2012, Barcelona, Spain, Proceedings},
pages = {1056--1059},
publisher = {{IEEE}},
year = {2012},
url = {https://doi.org/10.1109/ISBI.2012.6235740},
doi = {10.1109/ISBI.2012.6235740},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/isbi/YangJ12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isbi/LingalaJ12,
author = {Sajan Goud Lingala and
Mathews Jacob},
title = {A blind compressive sensing frame work for accelerated dynamic {MRI}},
booktitle = {9th {IEEE} International Symposium on Biomedical Imaging: From Nano
to Macro, {ISBI} 2012, May 2-5, 2012, Barcelona, Spain, Proceedings},
pages = {1060--1063},
publisher = {{IEEE}},
year = {2012},
url = {https://doi.org/10.1109/ISBI.2012.6235741},
doi = {10.1109/ISBI.2012.6235741},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/isbi/LingalaJ12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmi/LingalaHDJ11,
author = {Sajan Goud Lingala and
Yue Hu and
Edward V. R. Di Bella and
Mathews Jacob},
title = {Accelerated Dynamic {MRI} Exploiting Sparsity and Low-Rank Structure:
k-t {SLR}},
journal = {{IEEE} Trans. Medical Imaging},
volume = {30},
number = {5},
pages = {1042--1054},
year = {2011},
url = {https://doi.org/10.1109/TMI.2010.2100850},
doi = {10.1109/TMI.2010.2100850},
timestamp = {Thu, 18 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmi/LingalaHDJ11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isbi/LingalaNCZJ11,
author = {Sajan Goud Lingala and
Mariappan S. Nadar and
Christophe Chefd'Hotel and
Li Zhang and
Mathews Jacob},
title = {Unified reconstruction and motion estimation in cardiac perfusion
{MRI}},
booktitle = {Proceedings of the 8th {IEEE} International Symposium on Biomedical
Imaging: From Nano to Macro, {ISBI} 2011, March 30 - April 2, 2011,
Chicago, Illinois, {USA}},
pages = {65--68},
publisher = {{IEEE}},
year = {2011},
url = {https://doi.org/10.1109/ISBI.2011.5872355},
doi = {10.1109/ISBI.2011.5872355},
timestamp = {Wed, 04 Oct 2023 17:01:25 +0200},
biburl = {https://dblp.org/rec/conf/isbi/LingalaNCZJ11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isbi/EslamiJ11,
author = {Ramin Eslami and
Mathews Jacob},
title = {A sparse reconstruction algorithm for parallel spiral {MR} spectroscopic
imaging},
booktitle = {Proceedings of the 8th {IEEE} International Symposium on Biomedical
Imaging: From Nano to Macro, {ISBI} 2011, March 30 - April 2, 2011,
Chicago, Illinois, {USA}},
pages = {93--96},
publisher = {{IEEE}},
year = {2011},
url = {https://doi.org/10.1109/ISBI.2011.5872362},
doi = {10.1109/ISBI.2011.5872362},
timestamp = {Fri, 02 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/isbi/EslamiJ11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isbi/YangJ11,
author = {Zhili Yang and
Mathews Jacob},
title = {A unified energy minimization framework for nonlocal regularization},
booktitle = {Proceedings of the 8th {IEEE} International Symposium on Biomedical
Imaging: From Nano to Macro, {ISBI} 2011, March 30 - April 2, 2011,
Chicago, Illinois, {USA}},
pages = {1150--1153},
publisher = {{IEEE}},
year = {2011},
url = {https://doi.org/10.1109/ISBI.2011.5872605},
doi = {10.1109/ISBI.2011.5872605},
timestamp = {Fri, 02 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/isbi/YangJ11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isbi/HuJ11,
author = {Yue Hu and
Mathews Jacob},
title = {Image recovery using improved total variation regularization},
booktitle = {Proceedings of the 8th {IEEE} International Symposium on Biomedical
Imaging: From Nano to Macro, {ISBI} 2011, March 30 - April 2, 2011,
Chicago, Illinois, {USA}},
pages = {1154--1157},
publisher = {{IEEE}},
year = {2011},
url = {https://doi.org/10.1109/ISBI.2011.5872606},
doi = {10.1109/ISBI.2011.5872606},
timestamp = {Fri, 02 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/isbi/HuJ11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isbi/LingalaHBJ11,
author = {Sajan Goud Lingala and
Yue Hu and
Edward V. R. Di Bella and
Mathews Jacob},
title = {Accelerated first pass cardiac perfusion {MRI} using improved k -
t {SLR}},
booktitle = {Proceedings of the 8th {IEEE} International Symposium on Biomedical
Imaging: From Nano to Macro, {ISBI} 2011, March 30 - April 2, 2011,
Chicago, Illinois, {USA}},
pages = {1280--1283},
publisher = {{IEEE}},
year = {2011},
url = {https://doi.org/10.1109/ISBI.2011.5872635},
doi = {10.1109/ISBI.2011.5872635},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/isbi/LingalaHBJ11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmi/EslamiJ10,
author = {Ramin Eslami and
Mathews Jacob},
title = {Robust Reconstruction of {MRSI} Data Using a Sparse Spectral Model
and High Resolution {MRI} Priors},
journal = {{IEEE} Trans. Medical Imaging},
volume = {29},
number = {6},
pages = {1297--1309},
year = {2010},
url = {https://doi.org/10.1109/TMI.2010.2046673},
doi = {10.1109/TMI.2010.2046673},
timestamp = {Thu, 18 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmi/EslamiJ10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isbi/KashyapJ10,
author = {Satyananda Kashyap and
Mathews Jacob},
title = {A fast {\&} accurate non-iterative algorithm for regularized non-Cartesian
{MRI}},
booktitle = {Proceedings of the 2010 {IEEE} International Symposium on Biomedical
Imaging: From Nano to Macro, Rotterdam, The Netherlands, 14-17 April,
2010},
pages = {265--268},
publisher = {{IEEE}},
year = {2010},
url = {https://doi.org/10.1109/ISBI.2010.5490362},
doi = {10.1109/ISBI.2010.5490362},
timestamp = {Wed, 04 Oct 2023 17:01:25 +0200},
biburl = {https://dblp.org/rec/conf/isbi/KashyapJ10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isbi/GoudHJ10,
author = {Sajan Goud and
Yue Hu and
Mathews Jacob},
title = {Real-time cardiac {MRI} using low-rank and sparsity penalties},
booktitle = {Proceedings of the 2010 {IEEE} International Symposium on Biomedical
Imaging: From Nano to Macro, Rotterdam, The Netherlands, 14-17 April,
2010},
pages = {988--991},
publisher = {{IEEE}},
year = {2010},
url = {https://doi.org/10.1109/ISBI.2010.5490154},
doi = {10.1109/ISBI.2010.5490154},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/isbi/GoudHJ10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmi/JacobS09,
author = {Mathews Jacob and
Bradley P. Sutton},
title = {Algebraic Decomposition of Fat and Water in {MRI}},
journal = {{IEEE} Trans. Medical Imaging},
volume = {28},
number = {2},
pages = {173--184},
year = {2009},
url = {https://doi.org/10.1109/TMI.2008.927344},
doi = {10.1109/TMI.2008.927344},
timestamp = {Thu, 18 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmi/JacobS09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsp/Jacob09,
author = {Mathews Jacob},
title = {Optimized least-square nonuniform fast Fourier transform},
journal = {{IEEE} Trans. Signal Process.},
volume = {57},
number = {6},
pages = {2165--2177},
year = {2009},
url = {https://doi.org/10.1109/TSP.2009.2014809},
doi = {10.1109/TSP.2009.2014809},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tsp/Jacob09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/EslamiJ09,
author = {Ramin Eslami and
Mathews Jacob},
title = {Correction of {B0} inhomogeneity distortion in magnetic resonance
spectroscopic imaging},
booktitle = {Proceedings of the {IEEE} International Conference on Acoustics, Speech,
and Signal Processing, {ICASSP} 2009, 19-24 April 2009, Taipei, Taiwan},
pages = {405--408},
publisher = {{IEEE}},
year = {2009},
url = {https://doi.org/10.1109/ICASSP.2009.4959606},
doi = {10.1109/ICASSP.2009.4959606},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icassp/EslamiJ09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/Jacob09,
author = {Mathews Jacob},
title = {Optimized non-uniform fast Fourier transform {(NUFFT)} for iterative
tomographic reconstruction},
booktitle = {Proceedings of the {IEEE} International Conference on Acoustics, Speech,
and Signal Processing, {ICASSP} 2009, 19-24 April 2009, Taipei, Taiwan},
pages = {673--676},
publisher = {{IEEE}},
year = {2009},
url = {https://doi.org/10.1109/ICASSP.2009.4959673},
doi = {10.1109/ICASSP.2009.4959673},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icassp/Jacob09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isbi/YangJ09,
author = {Zhili Yang and
Mathews Jacob},
title = {Efficient Nufft Algorithm for Non-Cartesian {MRI} 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 = {117--120},
publisher = {{IEEE}},
year = {2009},
url = {https://doi.org/10.1109/ISBI.2009.5192997},
doi = {10.1109/ISBI.2009.5192997},
timestamp = {Wed, 04 Oct 2023 17:01:25 +0200},
biburl = {https://dblp.org/rec/conf/isbi/YangJ09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isbi/EslamiJ09,
author = {Ramin Eslami and
Mathews Jacob},
title = {Reduction of Distortions in {MRSI} Using a New Signal Model},
booktitle = {Proceedings of the 2009 {IEEE} International Symposium on Biomedical
Imaging: From Nano to Macro, Boston, MA, USA, June 28 - July 1, 2009},
pages = {438--441},
publisher = {{IEEE}},
year = {2009},
url = {https://doi.org/10.1109/ISBI.2009.5193078},
doi = {10.1109/ISBI.2009.5193078},
timestamp = {Fri, 02 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/isbi/EslamiJ09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isbi/ShankarGZJ08,
author = {Rohini Shankar and
Tianliang Gu and
Jianhui Zhong and
Mathews Jacob},
title = {Improved {IDQC} reconstruction for inhomogeneity corrected {MR} spectroscopy},
booktitle = {Proceedings of the 2008 {IEEE} International Symposium on Biomedical
Imaging: From Nano to Macro, Paris, France, May 14-17, 2008},
pages = {468--471},
publisher = {{IEEE}},
year = {2008},
url = {https://doi.org/10.1109/ISBI.2008.4541034},
doi = {10.1109/ISBI.2008.4541034},
timestamp = {Wed, 04 Oct 2023 17:01:25 +0200},
biburl = {https://dblp.org/rec/conf/isbi/ShankarGZJ08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmi/KhalidovVJLU07,
author = {Ildar Khalidov and
Dimitri Van De Ville and
Mathews Jacob and
Fran{\c{c}}ois Lazeyras and
Michael Unser},
title = {{BSLIM:} Spectral Localization by Imaging With Explicit B\({}_{\mbox{0}}\)
Field Inhomogeneity Compensation},
journal = {{IEEE} Trans. Medical Imaging},
volume = {26},
number = {7},
pages = {990--1000},
year = {2007},
url = {https://doi.org/10.1109/TMI.2007.897385},
doi = {10.1109/TMI.2007.897385},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tmi/KhalidovVJLU07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmi/JacobZESL07,
author = {Mathews Jacob and
Xiaoping Zhu and
Andreas Ebel and
Norbert Schuff and
Zhi{-}Pei Liang},
title = {Improved Model-Based Magnetic Resonance Spectroscopic Imaging},
journal = {{IEEE} Trans. Medical Imaging},
volume = {26},
number = {10},
pages = {1305--1318},
year = {2007},
url = {https://doi.org/10.1109/TMI.2007.898583},
doi = {10.1109/TMI.2007.898583},
timestamp = {Thu, 18 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmi/JacobZESL07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isbi/MorrisonJD07,
author = {Robert L. Morrison Jr. and
Mathews Jacob and
Minh N. Do},
title = {Multichannel Estimation of Coil Sensitivities in Parallel Mri},
booktitle = {Proceedings of the 2007 {IEEE} International Symposium on Biomedical
Imaging: From Nano to Macro, Washington, DC, USA, April 12-16, 2007},
pages = {117--120},
publisher = {{IEEE}},
year = {2007},
url = {https://doi.org/10.1109/ISBI.2007.356802},
doi = {10.1109/ISBI.2007.356802},
timestamp = {Wed, 04 Oct 2023 17:01:25 +0200},
biburl = {https://dblp.org/rec/conf/isbi/MorrisonJD07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isbi/JacobS07,
author = {Mathews Jacob and
Bradley P. Sutton},
title = {Non-Iterative Dixon Decomposition of Fat and Water},
booktitle = {Proceedings of the 2007 {IEEE} International Symposium on Biomedical
Imaging: From Nano to Macro, Washington, DC, USA, April 12-16, 2007},
pages = {1356--1359},
publisher = {{IEEE}},
year = {2007},
url = {https://doi.org/10.1109/ISBI.2007.357112},
doi = {10.1109/ISBI.2007.357112},
timestamp = {Fri, 02 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/isbi/JacobS07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tip/JacobBVMU06,
author = {Mathews Jacob and
Thierry Blu and
C. Vaillant and
J. H. Maddocks and
Michael Unser},
title = {3-D shape estimation of {DNA} molecules from stereo cryo-electron
micro-graphs using a projection-steerable snake},
journal = {{IEEE} Trans. Image Process.},
volume = {15},
number = {1},
pages = {214--227},
year = {2006},
url = {https://doi.org/10.1109/TIP.2005.860310},
doi = {10.1109/TIP.2005.860310},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tip/JacobBVMU06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isbi/JacobTBZW06,
author = {Mathews Jacob and
Vlad Toronov and
Yoram Bresler and
Xiaofeng Zhang and
Andrew G. Webb},
title = {Reconstruction of functional activations in diffuse optical imaging},
booktitle = {Proceedings of the 2006 {IEEE} International Symposium on Biomedical
Imaging: From Nano to Macro, Arlington, VA, USA, 6-9 April 2006},
pages = {594--597},
publisher = {{IEEE}},
year = {2006},
url = {https://doi.org/10.1109/ISBI.2006.1624986},
doi = {10.1109/ISBI.2006.1624986},
timestamp = {Wed, 04 Oct 2023 17:01:25 +0200},
biburl = {https://dblp.org/rec/conf/isbi/JacobTBZW06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isbi/HaldarJEZSHSL06,
author = {Justin P. Haldar and
Mathews Jacob and
Andreas Ebel and
Xiaoping Zhu and
Norbert Schuff and
Diego Hernando and
Bradley P. Sutton and
Zhi{-}Pei Liang},
title = {Regularized inversion of noisy, incomplete {MR} spectroscopic imaging
data with anatomical prior},
booktitle = {Proceedings of the 2006 {IEEE} International Symposium on Biomedical
Imaging: From Nano to Macro, Arlington, VA, USA, 6-9 April 2006},
pages = {718--721},
publisher = {{IEEE}},
year = {2006},
url = {https://doi.org/10.1109/ISBI.2006.1625017},
doi = {10.1109/ISBI.2006.1625017},
timestamp = {Fri, 27 Dec 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/isbi/HaldarJEZSHSL06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isbi/JacobSHL06,
author = {Mathews Jacob and
Bradley P. Sutton and
Justin P. Haldar and
Zhi{-}Pei Liang},
title = {On model-based {MR} spectroscopic imaging},
booktitle = {Proceedings of the 2006 {IEEE} International Symposium on Biomedical
Imaging: From Nano to Macro, Arlington, VA, USA, 6-9 April 2006},
pages = {726--729},
publisher = {{IEEE}},
year = {2006},
url = {https://doi.org/10.1109/ISBI.2006.1625019},
doi = {10.1109/ISBI.2006.1625019},
timestamp = {Thu, 25 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/isbi/JacobSHL06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miip/KhalidovVJLU06,
author = {Ildar Khalidov and
Dimitri Van De Ville and
Mathews Jacob and
Fran{\c{c}}ois Lazeyras and
Michael Unser},
editor = {Joseph M. Reinhardt and
Josien P. W. Pluim},
title = {Improved {MRSI} with field inhomogeneity compensation},
booktitle = {Medical Imaging 2006: Image Processing, {MEDICAL} IMAGING, San Diego,
California, United States, 11-16 February 2006},
series = {{SPIE} Proceedings},
volume = {6144},
pages = {614467},
publisher = {{SPIE}},
year = {2006},
url = {https://doi.org/10.1117/12.651868},
doi = {10.1117/12.651868},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/miip/KhalidovVJLU06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icip/AguetJU05,
author = {Fran{\c{c}}ois Aguet and
Mathews Jacob and
Michael Unser},
title = {Three-dimensional feature detection using optimal steerable filters},
booktitle = {Proceedings of the 2005 International Conference on Image Processing,
{ICIP} 2005, Genoa, Italy, September 11-14, 2005},
pages = {1158--1161},
publisher = {{IEEE}},
year = {2005},
url = {https://doi.org/10.1109/ICIP.2005.1530266},
doi = {10.1109/ICIP.2005.1530266},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icip/AguetJU05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/JacobU04,
author = {Mathews Jacob and
Michael Unser},
title = {Design of Steerable Filters for Feature Detection Using Canny-Like
Criteria},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {26},
number = {8},
pages = {1007--1019},
year = {2004},
url = {https://doi.org/10.1109/TPAMI.2004.44},
doi = {10.1109/TPAMI.2004.44},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pami/JacobU04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tip/JacobBU04,
author = {Mathews Jacob and
Thierry Blu and
Michael Unser},
title = {Efficient energies and algorithms for parametric snakes},
journal = {{IEEE} Trans. Image Process.},
volume = {13},
number = {9},
pages = {1231--1244},
year = {2004},
url = {https://doi.org/10.1109/TIP.2004.832919},
doi = {10.1109/TIP.2004.832919},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tip/JacobBU04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icip/JacobBU04,
author = {Mathews Jacob and
Thierry Blu and
Michael Unser},
title = {Shape estimation of 3-D {DNA} molecules from stereo cryo-electron
micro-graphs},
booktitle = {Proceedings of the 2004 International Conference on Image Processing,
{ICIP} 2004, Singapore, October 24-27, 2004},
pages = {1883--1886},
publisher = {{IEEE}},
year = {2004},
timestamp = {Wed, 16 Oct 2019 14:14:52 +0200},
biburl = {https://dblp.org/rec/conf/icip/JacobBU04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isbi/MeijeringJSSHU04,
author = {Erik Meijering and
Mathews Jacob and
J.{-}C. Floyd Sarria and
Pascal Steiner and
Harald Hirling and
Michael Unser},
title = {Neurite Tracing in Fluorescence Microscopy Images using Ridge Filtering
and Graph Searching: Principles and Validation},
booktitle = {Proceedings of the 2004 {IEEE} International Symposium on Biomedical
Imaging: From Nano to Macro, Arlington, VA, USA, 15-18 April 2004},
pages = {1219--1222},
publisher = {{IEEE}},
year = {2004},
url = {https://doi.org/10.1109/ISBI.2004.1398764},
doi = {10.1109/ISBI.2004.1398764},
timestamp = {Wed, 04 Oct 2023 16:23:55 +0200},
biburl = {https://dblp.org/rec/conf/isbi/MeijeringJSSHU04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icip/JacobU03,
author = {Mathews Jacob and
Michael Unser},
title = {Optimal steerable filters for feature detection},
booktitle = {Proceedings of the 2003 International Conference on Image Processing,
{ICIP} 2003, Barcelona, Catalonia, Spain, September 14-18, 2003},
pages = {433--436},
publisher = {{IEEE}},
year = {2003},
url = {https://doi.org/10.1109/ICIP.2003.1247274},
doi = {10.1109/ICIP.2003.1247274},
timestamp = {Wed, 16 Oct 2019 14:14:52 +0200},
biburl = {https://dblp.org/rec/conf/icip/JacobU03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sip/MeijeringJSU03,
author = {Erik Meijering and
Mathews Jacob and
J.{-}C. Floyd Sarria and
Michael Unser},
editor = {M. H. Hamza},
title = {A Novel Approach to Neurite Tracing in Fluorescence Microscopy Images},
booktitle = {Signal and Image Processing {(SIP} 2003), Proceedings of the {IASTED}
International Conference, August 13-15, 2003, Honolulu, HI, {USA}},
pages = {491--495},
publisher = {{IASTED/ACTA} Press},
year = {2003},
url = {http://www.actapress.com/Abstract.aspx?paperId=15743},
timestamp = {Fri, 06 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sip/MeijeringJSU03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsp/JacobBU02,
author = {Mathews Jacob and
Thierry Blu and
Michael Unser},
title = {Sampling of periodic signals: a quantitative error analysis},
journal = {{IEEE} Trans. Signal Process.},
volume = {50},
number = {5},
pages = {1153--1159},
year = {2002},
url = {https://doi.org/10.1109/78.995071},
doi = {10.1109/78.995071},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tsp/JacobBU02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isbi/JacobBU02,
author = {Mathews Jacob and
Thierry Blu and
Michael Unser},
title = {3-D reconstruction of {DNA} filaments from stereo cryo-electron micrographs},
booktitle = {Proceedings of the 2002 {IEEE} International Symposium on Biomedical
Imaging, Ritz-Carlton Hotel, Washington, DC, USA, 7-10 June 2002},
pages = {597--600},
publisher = {{IEEE}},
year = {2002},
url = {https://doi.org/10.1109/ISBI.2002.1029328},
doi = {10.1109/ISBI.2002.1029328},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/isbi/JacobBU02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/JacobBU01,
author = {Mathews Jacob and
Thierry Blu and
Michael Unser},
title = {An Exact Method for Computing the Area Moments of Wavelet and Spline
Curves},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {23},
number = {6},
pages = {633--642},
year = {2001},
url = {https://doi.org/10.1109/34.927463},
doi = {10.1109/34.927463},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pami/JacobBU01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icip/FeilnerJU01,
author = {Manuela Feilner and
Mathews Jacob and
Michael Unser},
title = {Orthogonal quincunx wavelets with fractional orders},
booktitle = {Proceedings of the 2001 International Conference on Image Processing,
{ICIP} 2001, Thessaloniki, Greece, October 7-10, 2001},
pages = {606--609},
publisher = {{IEEE}},
year = {2001},
url = {https://doi.org/10.1109/ICIP.2001.959118},
doi = {10.1109/ICIP.2001.959118},
timestamp = {Wed, 16 Oct 2019 14:14:52 +0200},
biburl = {https://dblp.org/rec/conf/icip/FeilnerJU01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miip/JacobBU01,
author = {Mathews Jacob and
Thierry Blu and
Michael A. Unser},
editor = {Milan Sonka and
Kenneth M. Hanson},
title = {Unifying approach and interface for spline-based snakes},
booktitle = {Medical Imaging 2001: Image Processing, San Diego, CA, United States,
17-22 February 2001},
series = {{SPIE} Proceedings},
volume = {4322},
publisher = {{SPIE}},
year = {2001},
url = {https://doi.org/10.1117/12.431105},
doi = {10.1117/12.431105},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/miip/JacobBU01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpr/JacobBU00,
author = {Mathews Jacob and
Thierry Blu and
Michael Unser},
title = {Exact Computation of Area Moments for Spline and Wavelet Curves},
booktitle = {15th International Conference on Pattern Recognition, ICPR'00, Barcelona,
Spain, September 3-8, 2000},
pages = {3131--3134},
publisher = {{IEEE} Computer Society},
year = {2000},
url = {https://doi.org/10.1109/ICPR.2000.903501},
doi = {10.1109/ICPR.2000.903501},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icpr/JacobBU00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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