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@article{DBLP:journals/tip/RekavandiSE24,
author = {Aref Miri Rekavandi and
Abd{-}Krim Seghouane and
Robin J. Evans},
title = {Learning Robust and Sparse Principal Components With the {\(\alpha\)}-Divergence},
journal = {{IEEE} Trans. Image Process.},
volume = {33},
pages = {3441--3455},
year = {2024},
url = {https://doi.org/10.1109/TIP.2024.3403493},
doi = {10.1109/TIP.2024.3403493},
timestamp = {Tue, 18 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tip/RekavandiSE24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2408-08191,
author = {Shuai Yuan and
Hanlin Qin and
Renke Kou and
Xiang Yan and
Zechuan Li and
Chenxu Peng and
Abd{-}Krim Seghouane},
title = {Beyond Full Label: Single-Point Prompt for Infrared Small Target Label
Generation},
journal = {CoRR},
volume = {abs/2408.08191},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2408.08191},
doi = {10.48550/ARXIV.2408.08191},
eprinttype = {arXiv},
eprint = {2408.08191},
timestamp = {Mon, 23 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2408-08191.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2409-02005,
author = {Abd{-}Krim Seghouane and
Yousef Saad},
title = {Joint Approximate Partial Diagonalization of Large Matrices},
journal = {CoRR},
volume = {abs/2409.02005},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2409.02005},
doi = {10.48550/ARXIV.2409.02005},
eprinttype = {arXiv},
eprint = {2409.02005},
timestamp = {Sat, 05 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2409-02005.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/prl/SeghouaneIR23,
author = {Abd{-}Krim Seghouane and
Asif Iqbal and
Aref Miri Rekavandi},
title = {{RBDL:} Robust block-Structured dictionary learning for block sparse
representation},
journal = {Pattern Recognit. Lett.},
volume = {172},
pages = {89--96},
year = {2023},
url = {https://doi.org/10.1016/j.patrec.2023.06.009},
doi = {10.1016/J.PATREC.2023.06.009},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/prl/SeghouaneIR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ral/RekavandiBSB23,
author = {Aref Miri Rekavandi and
Farid Boussa{\"{\i}}d and
Abd{-}Krim Seghouane and
Mohammed Bennamoun},
title = {B-Pose: Bayesian Deep Network for Camera 6-DoF Pose Estimation From
{RGB} Images},
journal = {{IEEE} Robotics Autom. Lett.},
volume = {8},
number = {10},
pages = {6747--6754},
year = {2023},
url = {https://doi.org/10.1109/LRA.2023.3313062},
doi = {10.1109/LRA.2023.3313062},
timestamp = {Sat, 14 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ral/RekavandiBSB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsp/RekavandiSA23,
author = {Aref Miri Rekavandi and
Abd{-}Krim Seghouane and
Karim Abed{-}Meraim},
title = {{TRPAST:} {A} Tunable and Robust Projection Approximation Subspace
Tracking Method},
journal = {{IEEE} Trans. Signal Process.},
volume = {71},
pages = {2407--2419},
year = {2023},
url = {https://doi.org/10.1109/TSP.2023.3289699},
doi = {10.1109/TSP.2023.3289699},
timestamp = {Fri, 21 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tsp/RekavandiSA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/RekavandiSBB23,
author = {Aref Miri Rekavandi and
Abd{-}Krim Seghouane and
Farid Boussa{\"{\i}}d and
Mohammed Bennamoun},
title = {Extended Expectation Maximization for Under-Fitted Models},
booktitle = {{IEEE} International Conference on Acoustics, Speech and Signal Processing
{ICASSP} 2023, Rhodes Island, Greece, June 4-10, 2023},
pages = {1--5},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICASSP49357.2023.10095526},
doi = {10.1109/ICASSP49357.2023.10095526},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icassp/RekavandiSBB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/ThanhRSA23,
author = {Le Trung Thanh and
Aref Miri Rekavandi and
Abd{-}Krim Seghouane and
Karim Abed{-}Meraim},
title = {Robust Subspace Tracking with Contamination Mitigation via {\(\alpha\)}-Divergence},
booktitle = {{IEEE} International Conference on Acoustics, Speech and Signal Processing
{ICASSP} 2023, Rhodes Island, Greece, June 4-10, 2023},
pages = {1--5},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICASSP49357.2023.10094931},
doi = {10.1109/ICASSP49357.2023.10094931},
timestamp = {Fri, 10 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icassp/ThanhRSA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tbe/RekavandiSE22,
author = {Aref Miri Rekavandi and
Abd{-}Krim Seghouane and
Robin J. Evans},
title = {Adaptive Brain Activity Detection in Structured Interference and Partially
Homogeneous Locally Correlated Disturbance},
journal = {{IEEE} Trans. Biomed. Eng.},
volume = {69},
number = {10},
pages = {3064--3073},
year = {2022},
url = {https://doi.org/10.1109/TBME.2022.3161292},
doi = {10.1109/TBME.2022.3161292},
timestamp = {Mon, 06 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tbe/RekavandiSE22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2207-12926,
author = {Aref Miri Rekavandi and
Lian Xu and
Farid Boussa{\"{\i}}d and
Abd{-}Krim Seghouane and
Stephen Hoefs and
Mohammed Bennamoun},
title = {A Guide to Image and Video based Small Object Detection using Deep
Learning : Case Study of Maritime Surveillance},
journal = {CoRR},
volume = {abs/2207.12926},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2207.12926},
doi = {10.48550/ARXIV.2207.12926},
eprinttype = {arXiv},
eprint = {2207.12926},
timestamp = {Mon, 01 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2207-12926.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcyb/SeghouaneS21,
author = {Abd{-}Krim Seghouane and
Navid Shokouhi},
title = {Adaptive Learning for Robust Radial Basis Function Networks},
journal = {{IEEE} Trans. Cybern.},
volume = {51},
number = {5},
pages = {2847--2856},
year = {2021},
url = {https://doi.org/10.1109/TCYB.2019.2951811},
doi = {10.1109/TCYB.2019.2951811},
timestamp = {Tue, 01 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tcyb/SeghouaneS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tip/RekavandiSE21,
author = {Aref Miri Rekavandi and
Abd{-}Krim Seghouane and
Robin J. Evans},
title = {Robust Subspace Detectors Based on {\(\alpha\)}-Divergence With Application
to Detection in Imaging},
journal = {{IEEE} Trans. Image Process.},
volume = {30},
pages = {5017--5031},
year = {2021},
url = {https://doi.org/10.1109/TIP.2021.3077139},
doi = {10.1109/TIP.2021.3077139},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tip/RekavandiSE21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jstsp/MongaASMY20,
author = {Vishal Monga and
Scott T. Acton and
Abd{-}Krim Seghouane and
Arrate Mu{\~{n}}oz{-}Barrutia and
Jong Chul Ye},
title = {Editorial: Introduction to the Issue on Domain Enriched Learning for
Medical Imaging},
journal = {{IEEE} J. Sel. Top. Signal Process.},
volume = {14},
number = {6},
pages = {1068--1071},
year = {2020},
url = {https://doi.org/10.1109/JSTSP.2020.3021275},
doi = {10.1109/JSTSP.2020.3021275},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jstsp/MongaASMY20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sigpro/IqbalMSA20,
author = {Asif Iqbal and
Mohamed Nait Meziane and
Abd{-}Krim Seghouane and
Karim Abed{-}Meraim},
title = {Adaptive complex-valued dictionary learning: Application to fMRI data
analysis},
journal = {Signal Process.},
volume = {166},
year = {2020},
url = {https://doi.org/10.1016/j.sigpro.2019.107263},
doi = {10.1016/J.SIGPRO.2019.107263},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sigpro/IqbalMSA20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/RekavandiSE20,
author = {Aref Miri Rekavandi and
Abd{-}Krim Seghouane and
Robin J. Evans},
title = {Adaptive Matched Filter using Non-Target Free Training Data},
booktitle = {2020 {IEEE} International Conference on Acoustics, Speech and Signal
Processing, {ICASSP} 2020, Barcelona, Spain, May 4-8, 2020},
pages = {1090--1094},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/ICASSP40776.2020.9053748},
doi = {10.1109/ICASSP40776.2020.9053748},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/RekavandiSE20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/RekavandiSE20a,
author = {Aref Miri Rekavandi and
Abd{-}Krim Seghouane and
Robin J. Evans},
title = {Robust Likelihood Ratio Test Using {\(\alpha\)}-Divergence},
booktitle = {2020 {IEEE} International Conference on Acoustics, Speech and Signal
Processing, {ICASSP} 2020, Barcelona, Spain, May 4-8, 2020},
pages = {1150--1154},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/ICASSP40776.2020.9053881},
doi = {10.1109/ICASSP40776.2020.9053881},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/RekavandiSE20a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icip/RekavandiS20,
author = {Aref Miri Rekavandi and
Abd{-}Krim Seghouane},
title = {Robust Principal Component Analysis Using Alpha Divergence},
booktitle = {{IEEE} International Conference on Image Processing, {ICIP} 2020,
Abu Dhabi, United Arab Emirates, October 25-28, 2020},
pages = {6--10},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/ICIP40778.2020.9190918},
doi = {10.1109/ICIP40778.2020.9190918},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icip/RekavandiS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icip/Seghouane20,
author = {Abd{-}Krim Seghouane},
title = {Robust Structured Dictionary Learning For Block Sparse Representations
Using {\(\alpha\)}-Divergence},
booktitle = {{IEEE} International Conference on Image Processing, {ICIP} 2020,
Abu Dhabi, United Arab Emirates, October 25-28, 2020},
pages = {843--847},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/ICIP40778.2020.9190984},
doi = {10.1109/ICIP40778.2020.9190984},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icip/Seghouane20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icip/SeghouaneQ20,
author = {Abd{-}Krim Seghouane and
Muhammad Ali Qadar},
title = {Sparsity Preserved Canonical Correlation Analysis},
booktitle = {{IEEE} International Conference on Image Processing, {ICIP} 2020,
Abu Dhabi, United Arab Emirates, October 25-28, 2020},
pages = {31--35},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/ICIP40778.2020.9191350},
doi = {10.1109/ICIP40778.2020.9191350},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icip/SeghouaneQ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/SeghouaneS19,
author = {Abd{-}Krim Seghouane and
Navid Shokouhi},
title = {Estimating the Number of Significant Canonical Coordinates},
journal = {{IEEE} Access},
volume = {7},
pages = {108806--108817},
year = {2019},
url = {https://doi.org/10.1109/ACCESS.2019.2933255},
doi = {10.1109/ACCESS.2019.2933255},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/access/SeghouaneS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/dsp/QadarAS19,
author = {Muhammad Ali Qadar and
Abdeldjalil A{\"{\i}}ssa{-}El{-}Bey and
Abd{-}Krim Seghouane},
title = {Two dimensional {CCA} via penalized matrix decomposition for structure
preserved fMRI data analysis},
journal = {Digit. Signal Process.},
volume = {92},
pages = {36--46},
year = {2019},
url = {https://doi.org/10.1016/j.dsp.2019.04.010},
doi = {10.1016/J.DSP.2019.04.010},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/dsp/QadarAS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tbe/QadarS19,
author = {Muhammad Ali Qadar and
Abd{-}Krim Seghouane},
title = {A Projection {CCA} Method for Effective fMRI Data Analysis},
journal = {{IEEE} Trans. Biomed. Eng.},
volume = {66},
number = {11},
pages = {3247--3256},
year = {2019},
url = {https://doi.org/10.1109/TBME.2019.2902876},
doi = {10.1109/TBME.2019.2902876},
timestamp = {Wed, 02 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tbe/QadarS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tci/SeghouaneIA19,
author = {Abd{-}Krim Seghouane and
Asif Iqbal and
Karim Abed{-}Meraim},
title = {A Sequential Block-Structured Dictionary Learning Algorithm for Block
Sparse Representations},
journal = {{IEEE} Trans. Computational Imaging},
volume = {5},
number = {2},
pages = {228--239},
year = {2019},
url = {https://doi.org/10.1109/TCI.2018.2884809},
doi = {10.1109/TCI.2018.2884809},
timestamp = {Fri, 31 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tci/SeghouaneIA19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tip/IqbalS19,
author = {Asif Iqbal and
Abd{-}Krim Seghouane},
title = {An {\(\alpha\)}-Divergence-Based Approach for Robust Dictionary Learning},
journal = {{IEEE} Trans. Image Process.},
volume = {28},
number = {11},
pages = {5729--5739},
year = {2019},
url = {https://doi.org/10.1109/TIP.2019.2922074},
doi = {10.1109/TIP.2019.2922074},
timestamp = {Sat, 30 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tip/IqbalS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tip/SeghouaneSK19,
author = {Abd{-}Krim Seghouane and
Navid Shokouhi and
Inge Koch},
title = {Sparse Principal Component Analysis With Preserved Sparsity Pattern},
journal = {{IEEE} Trans. Image Process.},
volume = {28},
number = {7},
pages = {3274--3285},
year = {2019},
url = {https://doi.org/10.1109/TIP.2019.2895464},
doi = {10.1109/TIP.2019.2895464},
timestamp = {Sat, 30 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tip/SeghouaneSK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmi/SeghouaneS19,
author = {Abd{-}Krim Seghouane and
Navid Shokouhi},
title = {Consistent Estimation of Dimensionality for Data-Driven Methods in
fMRI Analysis},
journal = {{IEEE} Trans. Medical Imaging},
volume = {38},
number = {2},
pages = {493--503},
year = {2019},
url = {https://doi.org/10.1109/TMI.2018.2866640},
doi = {10.1109/TMI.2018.2866640},
timestamp = {Thu, 18 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmi/SeghouaneS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsp/SeghouaneF19,
author = {Abd{-}Krim Seghouane and
Davide Ferrari},
title = {Robust Hemodynamic Response Function Estimation From fNIRS Signals},
journal = {{IEEE} Trans. Signal Process.},
volume = {67},
number = {7},
pages = {1838--1848},
year = {2019},
url = {https://doi.org/10.1109/TSP.2019.2899289},
doi = {10.1109/TSP.2019.2899289},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tsp/SeghouaneF19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/0007S19,
author = {Asif Iqbal and
Abd{-}Krim Seghouane},
title = {Robust Dictionary Learning Using {\(\alpha\)}-Divergence},
booktitle = {{IEEE} International Conference on Acoustics, Speech and Signal Processing,
{ICASSP} 2019, Brighton, United Kingdom, May 12-17, 2019},
pages = {2972--2976},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/ICASSP.2019.8683210},
doi = {10.1109/ICASSP.2019.8683210},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/0007S19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/RekavandiSE19,
author = {Aref Miri Rekavandi and
Abd{-}Krim Seghouane and
Robin J. Evans},
title = {Adaptive Subspace Detector in High Dimensional Space with Insufficient
Training Data},
booktitle = {{IEEE} International Conference on Acoustics, Speech and Signal Processing,
{ICASSP} 2019, Brighton, United Kingdom, May 12-17, 2019},
pages = {1164--1168},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/ICASSP.2019.8683677},
doi = {10.1109/ICASSP.2019.8683677},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/RekavandiSE19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/Seghouane0A19,
author = {Abd{-}Krim Seghouane and
Asif Iqbal and
Karim Abed{-}Meraim},
title = {Sequential Structured Dictionary Learning for Block Sparse Representations},
booktitle = {{IEEE} International Conference on Acoustics, Speech and Signal Processing,
{ICASSP} 2019, Brighton, United Kingdom, May 12-17, 2019},
pages = {3397--3401},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/ICASSP.2019.8683600},
doi = {10.1109/ICASSP.2019.8683600},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/Seghouane0A19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/WangS19,
author = {Mengmeng Wang and
Abd{-}Krim Seghouane},
title = {Motion Artefact Removal in Functional Near-infrared Spectroscopy Signals
Based on Robust Estimation},
booktitle = {{IEEE} International Conference on Acoustics, Speech and Signal Processing,
{ICASSP} 2019, Brighton, United Kingdom, May 12-17, 2019},
pages = {1145--1149},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/ICASSP.2019.8682717},
doi = {10.1109/ICASSP.2019.8682717},
timestamp = {Sun, 06 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/WangS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/UbaruSS19,
author = {Shashanka Ubaru and
Abd{-}Krim Seghouane and
Yousef Saad},
editor = {Tanya Y. Berger{-}Wolf and
Nitesh V. Chawla},
title = {Find the dimension that counts: Fast dimension estimation and Krylov
{PCA}},
booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining,
{SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019},
pages = {720--728},
publisher = {{SIAM}},
year = {2019},
url = {https://doi.org/10.1137/1.9781611975673.81},
doi = {10.1137/1.9781611975673.81},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/UbaruSS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/dsp/IqbalS18,
author = {Asif Iqbal and
Abd{-}Krim Seghouane},
title = {A dictionary learning algorithm for multi-subject fMRI analysis based
on a hybrid concatenation scheme},
journal = {Digit. Signal Process.},
volume = {83},
pages = {249--260},
year = {2018},
url = {https://doi.org/10.1016/j.dsp.2018.09.007},
doi = {10.1016/J.DSP.2018.09.007},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/dsp/IqbalS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/prl/DesaiSP18,
author = {Nandakishor Desai and
Abd{-}Krim Seghouane and
Marimuthu Palaniswami},
title = {Algorithms for two dimensional multi set canonical correlation analysis},
journal = {Pattern Recognit. Lett.},
volume = {111},
pages = {101--108},
year = {2018},
url = {https://doi.org/10.1016/j.patrec.2018.04.038},
doi = {10.1016/J.PATREC.2018.04.038},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/prl/DesaiSP18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sigpro/Seghouane018,
author = {Abd{-}Krim Seghouane and
Asif Iqbal},
title = {Consistent adaptive sequential dictionary learning},
journal = {Signal Process.},
volume = {153},
pages = {300--310},
year = {2018},
url = {https://doi.org/10.1016/j.sigpro.2018.07.018},
doi = {10.1016/J.SIGPRO.2018.07.018},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sigpro/Seghouane018.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sigpro/Seghouane018a,
author = {Abd{-}Krim Seghouane and
Asif Iqbal},
title = {The adaptive block sparse {PCA} and its application to multi-subject
{FMRI} data analysis using sparse mCCA},
journal = {Signal Process.},
volume = {153},
pages = {311--320},
year = {2018},
url = {https://doi.org/10.1016/j.sigpro.2018.07.021},
doi = {10.1016/J.SIGPRO.2018.07.021},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sigpro/Seghouane018a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/spl/MezianeASM18,
author = {Mohamed Nait Meziane and
Karim Abed{-}Meraim and
Abd{-}Krim Karim Seghouane and
Ammar Mesloub},
title = {Hybrid Joint Diagonalization Algorithms},
journal = {{IEEE} Signal Process. Lett.},
volume = {25},
number = {10},
pages = {1580--1584},
year = {2018},
url = {https://doi.org/10.1109/LSP.2018.2868408},
doi = {10.1109/LSP.2018.2868408},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/spl/MezianeASM18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/spl/SeghouaneS18,
author = {Abd{-}Krim Seghouane and
Navid Shokouhi},
title = {Two-Dimensional Whitening of Face Images for Improved {PCA} Performance},
journal = {{IEEE} Signal Process. Lett.},
volume = {25},
number = {4},
pages = {521--525},
year = {2018},
url = {https://doi.org/10.1109/LSP.2018.2805308},
doi = {10.1109/LSP.2018.2805308},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/spl/SeghouaneS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tbe/IqbalSA18,
author = {Asif Iqbal and
Abd{-}Krim Seghouane and
T{\"{u}}lay Adali},
title = {Shared and Subject-Specific Dictionary Learning (ShSSDL) Algorithm
for Multisubject fMRI Data Analysis},
journal = {{IEEE} Trans. Biomed. Eng.},
volume = {65},
number = {11},
pages = {2519--2528},
year = {2018},
url = {https://doi.org/10.1109/TBME.2018.2806958},
doi = {10.1109/TBME.2018.2806958},
timestamp = {Wed, 02 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tbe/IqbalSA18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/0007S18,
author = {Asif Iqbal and
Abd{-}Krim Seghouane},
title = {An Algorithm for Multi Subject Fmri Analysis Based on the {SVD} and
Penalized Rank-1 Matrix Approximation},
booktitle = {2018 {IEEE} International Conference on Acoustics, Speech and Signal
Processing, {ICASSP} 2018, Calgary, AB, Canada, April 15-20, 2018},
pages = {2721--2725},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/ICASSP.2018.8461728},
doi = {10.1109/ICASSP.2018.8461728},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/0007S18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/0007S18a,
author = {Asif Iqbal and
Abd{-}Krim Seghouane},
title = {Dictionary Learning Algorithm for Multi-Subject Fmri Analysis Via
Temporal and Spatial Concatenation},
booktitle = {2018 {IEEE} International Conference on Acoustics, Speech and Signal
Processing, {ICASSP} 2018, Calgary, AB, Canada, April 15-20, 2018},
pages = {2751--2755},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/ICASSP.2018.8462012},
doi = {10.1109/ICASSP.2018.8462012},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/0007S18a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icip/QadarS18,
author = {Muhammad Ali Qadar and
Abd{-}Krim Seghouane},
title = {{PCCA:} {A} Projection {CCA} Method for Effective {FMRI} Data Analysis},
booktitle = {2018 {IEEE} International Conference on Image Processing, {ICIP} 2018,
Athens, Greece, October 7-10, 2018},
pages = {3388--3392},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/ICIP.2018.8451695},
doi = {10.1109/ICIP.2018.8451695},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icip/QadarS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1810-03733,
author = {Shashanka Ubaru and
Abd{-}Krim Seghouane and
Yousef Saad},
title = {Find the dimension that counts: Fast dimension estimation and Krylov
{PCA}},
journal = {CoRR},
volume = {abs/1810.03733},
year = {2018},
url = {http://arxiv.org/abs/1810.03733},
eprinttype = {arXiv},
eprint = {1810.03733},
timestamp = {Tue, 30 Oct 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1810-03733.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/dsp/SeghouaneST17,
author = {Abd{-}Krim Seghouane and
Adnan Shah and
Chee{-}Ming Ting},
title = {fMRI hemodynamic response function estimation in autoregressive noise
by avoiding the drift},
journal = {Digit. Signal Process.},
volume = {66},
pages = {29--41},
year = {2017},
url = {https://doi.org/10.1016/j.dsp.2017.04.006},
doi = {10.1016/J.DSP.2017.04.006},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/dsp/SeghouaneST17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ejasp/Aissa-El-BeyS17,
author = {Abdeldjalil A{\"{\i}}ssa{-}El{-}Bey and
Abd{-}Krim Seghouane},
title = {Sparse and smooth canonical correlation analysis through rank-1 matrix
approximation},
journal = {{EURASIP} J. Adv. Signal Process.},
volume = {2017},
pages = {25},
year = {2017},
url = {https://doi.org/10.1186/s13634-017-0459-y},
doi = {10.1186/S13634-017-0459-Y},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ejasp/Aissa-El-BeyS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neco/UbaruSS17,
author = {Shashanka Ubaru and
Abd{-}Krim Seghouane and
Yousef Saad},
title = {Improving the Incoherence of a Learned Dictionary via Rank Shrinkage},
journal = {Neural Comput.},
volume = {29},
number = {1},
pages = {263--285},
year = {2017},
url = {https://doi.org/10.1162/NECO\_a\_00907},
doi = {10.1162/NECO\_A\_00907},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/neco/UbaruSS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neco/UbaruSS17a,
author = {Shashanka Ubaru and
Yousef Saad and
Abd{-}Krim Seghouane},
title = {Fast Estimation of Approximate Matrix Ranks Using Spectral Densities},
journal = {Neural Comput.},
volume = {29},
number = {5},
pages = {1317--1351},
year = {2017},
url = {https://doi.org/10.1162/NECO\_a\_00951},
doi = {10.1162/NECO\_A\_00951},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/neco/UbaruSS17a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tip/SeghouaneI17,
author = {Abd{-}Krim Seghouane and
Asif Iqbal},
title = {Sequential Dictionary Learning From Correlated Data: Application to
fMRI Data Analysis},
journal = {{IEEE} Trans. Image Process.},
volume = {26},
number = {6},
pages = {3002--3015},
year = {2017},
url = {https://doi.org/10.1109/TIP.2017.2686014},
doi = {10.1109/TIP.2017.2686014},
timestamp = {Sun, 10 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tip/SeghouaneI17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmi/SeghouaneI17,
author = {Abd{-}Krim Seghouane and
Asif Iqbal},
title = {Basis Expansion Approaches for Regularized Sequential Dictionary Learning
Algorithms With Enforced Sparsity for fMRI Data Analysis},
journal = {{IEEE} Trans. Medical Imaging},
volume = {36},
number = {9},
pages = {1796--1807},
year = {2017},
url = {https://doi.org/10.1109/TMI.2017.2699225},
doi = {10.1109/TMI.2017.2699225},
timestamp = {Thu, 18 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmi/SeghouaneI17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dicta/IqbalS17,
author = {Asif Iqbal and
Abd{-}Krim Seghouane},
title = {An Approach for Sequential Dictionary Learning in Nonuniform Noise},
booktitle = {2017 International Conference on Digital Image Computing: Techniques
and Applications, {DICTA} 2017, Sydney, Australia, November 29 - December
1, 2017},
pages = {1--5},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/DICTA.2017.8227405},
doi = {10.1109/DICTA.2017.8227405},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dicta/IqbalS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/SeghouaneID17,
author = {Abd{-}Krim Seghouane and
Asif Iqbal and
Nandakishor Desai},
title = {BSmCCA: {A} block sparse multiple-set canonical correlation analysis
algorithm for multi-subject fMRI data sets},
booktitle = {2017 {IEEE} International Conference on Acoustics, Speech and Signal
Processing, {ICASSP} 2017, New Orleans, LA, USA, March 5-9, 2017},
pages = {6324--6328},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/ICASSP.2017.7953373},
doi = {10.1109/ICASSP.2017.7953373},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/SeghouaneID17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icip/SeghouaneI17,
author = {Abd{-}Krim Seghouane and
Asif Iqbal},
title = {{CSMSDL:} {A} common sequential dictionary learning algorithm for
multi-subject {FMRI} data sets analysis},
booktitle = {2017 {IEEE} International Conference on Image Processing, {ICIP} 2017,
Beijing, China, September 17-20, 2017},
pages = {4113--4117},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/ICIP.2017.8297056},
doi = {10.1109/ICIP.2017.8297056},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icip/SeghouaneI17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isbi/DesaiSP17,
author = {Nandakishor Desai and
Abd{-}Krim Seghouane and
Marimuthu Palaniswami},
title = {Multisubject fMRI data analysis via two dimensional multi-set canonical
correlation analysis},
booktitle = {14th {IEEE} International Symposium on Biomedical Imaging, {ISBI}
2017, Melbourne, Australia, April 18-21, 2017},
pages = {468--471},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/ISBI.2017.7950562},
doi = {10.1109/ISBI.2017.7950562},
timestamp = {Wed, 04 Oct 2023 17:01:25 +0200},
biburl = {https://dblp.org/rec/conf/isbi/DesaiSP17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsp/SeghouaneI17,
author = {Abd{-}Krim Seghouane and
Asif Iqbal},
editor = {Naonori Ueda and
Shinji Watanabe and
Tomoko Matsui and
Jen{-}Tzung Chien and
Jan Larsen},
title = {A regularized sequential dictionary learning algorithm for fmri data
analysis},
booktitle = {27th {IEEE} International Workshop on Machine Learning for Signal
Processing, {MLSP} 2017, Tokyo, Japan, September 25-28, 2017},
pages = {1--6},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/MLSP.2017.8168146},
doi = {10.1109/MLSP.2017.8168146},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mlsp/SeghouaneI17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/Aissa-El-BeyS16,
author = {Abdeldjalil A{\"{\i}}ssa{-}El{-}Bey and
Abd{-}Krim Seghouane},
title = {Sparse canonical correlation analysis based on rank-1 matrix approximation
and its application for {FMRI} signals},
booktitle = {2016 {IEEE} International Conference on Acoustics, Speech and Signal
Processing, {ICASSP} 2016, Shanghai, China, March 20-25, 2016},
pages = {4678--4682},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/ICASSP.2016.7472564},
doi = {10.1109/ICASSP.2016.7472564},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/Aissa-El-BeyS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icip/SeghouaneK16,
author = {Abd{-}Krim Seghouane and
Muhammad Usman Khalid},
title = {Learning dictionaries from correlated data: Application to fMRI data
analysis},
booktitle = {2016 {IEEE} International Conference on Image Processing, {ICIP} 2016,
Phoenix, AZ, USA, September 25-28, 2016},
pages = {2340--2344},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/ICIP.2016.7532777},
doi = {10.1109/ICIP.2016.7532777},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icip/SeghouaneK16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ssp/TingSS16,
author = {Chee{-}Ming Ting and
Abd{-}Krim Seghouane and
Sh{-}Hussain Salleh},
title = {Estimation of high-dimensional connectivity in {FMRI} data via subspace
autoregressive models},
booktitle = {{IEEE} Statistical Signal Processing Workshop, {SSP} 2016, Palma de
Mallorca, Spain, June 26-29, 2016},
pages = {1--5},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/SSP.2016.7551799},
doi = {10.1109/SSP.2016.7551799},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ssp/TingSS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/UbaruSS16,
author = {Shashanka Ubaru and
Yousef Saad and
Abd{-}Krim Seghouane},
title = {Fast estimation of approximate matrix ranks using spectral densities},
journal = {CoRR},
volume = {abs/1608.05754},
year = {2016},
url = {http://arxiv.org/abs/1608.05754},
eprinttype = {arXiv},
eprint = {1608.05754},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/UbaruSS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neco/TingSKS15,
author = {Chee{-}Ming Ting and
Abd{-}Krim Seghouane and
Muhammad Usman Khalid and
Sh{-}Hussain Salleh},
title = {Is First-Order Vector Autoregressive Model Optimal for fMRI Data?},
journal = {Neural Comput.},
volume = {27},
number = {9},
pages = {1857--1871},
year = {2015},
url = {https://doi.org/10.1162/NECO\_a\_00765},
doi = {10.1162/NECO\_A\_00765},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/neco/TingSKS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/spl/TingSSN15,
author = {Chee{-}Ming Ting and
Abd{-}Krim Seghouane and
Sheikh Hussain Shaikh Salleh and
A. B. Mohd Noor},
title = {Estimating Effective Connectivity from fMRI Data Using Factor-based
Subspace Autoregressive Models},
journal = {{IEEE} Signal Process. Lett.},
volume = {22},
number = {6},
pages = {757--761},
year = {2015},
url = {https://doi.org/10.1109/LSP.2014.2365634},
doi = {10.1109/LSP.2014.2365634},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/spl/TingSSN15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dicta/HanifS15,
author = {Muhammad Hanif and
Abd{-}Krim Seghouane},
title = {Non-Local Noise Estimation for Adaptive Image Denoising},
booktitle = {2015 International Conference on Digital Image Computing: Techniques
and Applications, {DICTA} 2015, Adelaide, Australia, November 23-25,
2015},
pages = {1--5},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/DICTA.2015.7371290},
doi = {10.1109/DICTA.2015.7371290},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dicta/HanifS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/embc/KhalidSS15,
author = {Muhammad Usman Khalid and
Adnan Shah and
Abd{-}Krim Seghouane},
title = {Sparse dictionary learning for fMRI analysis using autocorrelation
maximization},
booktitle = {37th Annual International Conference of the {IEEE} Engineering in
Medicine and Biology Society, {EMBC} 2015, Milan, Italy, August 25-29,
2015},
pages = {4286--4289},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/EMBC.2015.7319342},
doi = {10.1109/EMBC.2015.7319342},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/embc/KhalidSS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/embc/ShahKS15,
author = {Adnan Shah and
Muhammad Usman Khalid and
Abd{-}Krim Seghouane},
title = {Recovering HRFs from overlapping ROIs in fMRI data using thresholding
correlations for sparse dictionary learning},
booktitle = {37th Annual International Conference of the {IEEE} Engineering in
Medicine and Biology Society, {EMBC} 2015, Milan, Italy, August 25-29,
2015},
pages = {5756--5759},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/EMBC.2015.7319700},
doi = {10.1109/EMBC.2015.7319700},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/embc/ShahKS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/KhalidS15,
author = {Muhammad Usman Khalid and
Abd{-}Krim Seghouane},
title = {Unsupervised detrending technique using sparse dictionary learning
for fMRI preprocessing and analysis},
booktitle = {2015 {IEEE} International Conference on Acoustics, Speech and Signal
Processing, {ICASSP} 2015, South Brisbane, Queensland, Australia,
April 19-24, 2015},
pages = {917--921},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/ICASSP.2015.7178103},
doi = {10.1109/ICASSP.2015.7178103},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/KhalidS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/SeghouaneH15,
author = {Abd{-}Krim Seghouane and
Muhammad Hanif},
title = {A sequential dictionary learning algorithm with enforced sparsity},
booktitle = {2015 {IEEE} International Conference on Acoustics, Speech and Signal
Processing, {ICASSP} 2015, South Brisbane, Queensland, Australia,
April 19-24, 2015},
pages = {3876--3880},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/ICASSP.2015.7178697},
doi = {10.1109/ICASSP.2015.7178697},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/SeghouaneH15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isbi/KhalidS15,
author = {Muhammad Usman Khalid and
Abd{-}Krim Seghouane},
title = {Multi-subject fMRI connectivity analysis using sparse dictionary learning
and multiset canonical correlation analysis},
booktitle = {12th {IEEE} International Symposium on Biomedical Imaging, {ISBI}
2015, Brooklyn, NY, USA, April 16-19, 2015},
pages = {683--686},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/ISBI.2015.7163965},
doi = {10.1109/ISBI.2015.7163965},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/isbi/KhalidS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isbi/SeghouaneS15,
author = {Abd{-}Krim Seghouane and
Adnan Shah},
title = {Consistent estimation of the {FMRI} hemodynamic response function
in {AR(1)} noise},
booktitle = {12th {IEEE} International Symposium on Biomedical Imaging, {ISBI}
2015, Brooklyn, NY, USA, April 16-19, 2015},
pages = {114--117},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/ISBI.2015.7163829},
doi = {10.1109/ISBI.2015.7163829},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/isbi/SeghouaneS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neco/SeghouaneS14,
author = {Abd{-}Krim Seghouane and
Yousef Saad},
title = {Prewhitening High-Dimensional fMRI Data Sets Without Eigendecomposition},
journal = {Neural Comput.},
volume = {26},
number = {5},
pages = {907--919},
year = {2014},
url = {https://doi.org/10.1162/NECO\_a\_00578},
doi = {10.1162/NECO\_A\_00578},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/neco/SeghouaneS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmi/ShahS14,
author = {Adnan Shah and
Abd{-}Krim Seghouane},
title = {An Integrated Framework for Joint {HRF} and Drift Estimation and HbO/HbR
Signal Improvement in fNIRS Data},
journal = {{IEEE} Trans. Medical Imaging},
volume = {33},
number = {11},
pages = {2086--2097},
year = {2014},
url = {https://doi.org/10.1109/TMI.2014.2331363},
doi = {10.1109/TMI.2014.2331363},
timestamp = {Thu, 18 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmi/ShahS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/SeghouaneS14,
author = {Abd{-}Krim Seghouane and
Adnan Shah},
title = {Sparse estimation of the hemodynamic response functionin functional
near infrared spectroscopy},
booktitle = {{IEEE} International Conference on Acoustics, Speech and Signal Processing,
{ICASSP} 2014, Florence, Italy, May 4-9, 2014},
pages = {2074--2078},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/ICASSP.2014.6853964},
doi = {10.1109/ICASSP.2014.6853964},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/SeghouaneS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icip/HanifS14,
author = {Muhammad Hanif and
Abd{-}Krim Seghouane},
title = {Blind image deblurring using non-negative sparse approximation},
booktitle = {2014 {IEEE} International Conference on Image Processing, {ICIP} 2014,
Paris, France, October 27-30, 2014},
pages = {4042--4046},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/ICIP.2014.7025821},
doi = {10.1109/ICIP.2014.7025821},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icip/HanifS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icip/HanifS14a,
author = {Muhammad Hanif and
Abd{-}Krim Seghouane},
title = {An effective image restoration using Kullback-Leibler divergence minimization},
booktitle = {2014 {IEEE} International Conference on Image Processing, {ICIP} 2014,
Paris, France, October 27-30, 2014},
pages = {4522--4526},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/ICIP.2014.7025917},
doi = {10.1109/ICIP.2014.7025917},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icip/HanifS14a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isbi/KhalidS14,
author = {Muhammad Usman Khalid and
Abd{-}Krim Seghouane},
title = {Constrained maximum likelihood based efficient dictionary learning
for fMRI analysis},
booktitle = {{IEEE} 11th International Symposium on Biomedical Imaging, {ISBI}
2014, April 29 - May 2, 2014, Beijing, Chin, Beijing, China},
pages = {45--48},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/ISBI.2014.6867805},
doi = {10.1109/ISBI.2014.6867805},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/isbi/KhalidS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isbi/SeghouaneJ14,
author = {Abd{-}Krim Seghouane and
Leigh A. Johnston},
title = {Consistent hemodynamic response estimation function in fMRI using
sparse prior information},
booktitle = {{IEEE} 11th International Symposium on Biomedical Imaging, {ISBI}
2014, April 29 - May 2, 2014, Beijing, Chin, Beijing, China},
pages = {596--599},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/ISBI.2014.6867941},
doi = {10.1109/ISBI.2014.6867941},
timestamp = {Thu, 25 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/isbi/SeghouaneJ14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ssp/HanifS14,
author = {Muhammad Hanif and
Abd{-}Krim Seghouane},
title = {Maximum likelihood orthogonaldictionary learning},
booktitle = {{IEEE} Workshop on Statistical Signal Processing, {SSP} 2014, Gold
Coast, Australia, June 29 - July 2, 2014},
pages = {141--144},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/SSP.2014.6884595},
doi = {10.1109/SSP.2014.6884595},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ssp/HanifS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ssp/KhalidS14,
author = {Muhammad Usman Khalid and
Abd{-}Krim Seghouane},
title = {A single {SVD} sparse dictionary learning algorithm for {FMRI} data
analysis},
booktitle = {{IEEE} Workshop on Statistical Signal Processing, {SSP} 2014, Gold
Coast, Australia, June 29 - July 2, 2014},
pages = {65--68},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/SSP.2014.6884576},
doi = {10.1109/SSP.2014.6884576},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ssp/KhalidS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ssp/ShahS14,
author = {Adnan Shah and
Abd{-}Krim Seghouane},
title = {A model-free approachto increasing the effect size of {FNIRS} data},
booktitle = {{IEEE} Workshop on Statistical Signal Processing, {SSP} 2014, Gold
Coast, Australia, June 29 - July 2, 2014},
pages = {77--80},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/SSP.2014.6884579},
doi = {10.1109/SSP.2014.6884579},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ssp/ShahS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ssp/TingSSN14,
author = {Chee{-}Ming Ting and
Abd{-}Krim Seghouane and
Sheikh Hussain Shaikh Salleh and
A. B. Mohd Noor},
title = {Estimation of high-dimensional brain connectivity from {FMRI} data
using factor modeling},
booktitle = {{IEEE} Workshop on Statistical Signal Processing, {SSP} 2014, Gold
Coast, Australia, June 29 - July 2, 2014},
pages = {73--76},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/SSP.2014.6884578},
doi = {10.1109/SSP.2014.6884578},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ssp/TingSSN14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/ShahS13,
author = {Adnan Shah and
Abd{-}Krim Seghouane},
title = {Consistent estimation of the hemodynamic response function in fNIRS},
booktitle = {{IEEE} International Conference on Acoustics, Speech and Signal Processing,
{ICASSP} 2013, Vancouver, BC, Canada, May 26-31, 2013},
pages = {1281--1285},
publisher = {{IEEE}},
year = {2013},
url = {https://doi.org/10.1109/ICASSP.2013.6637857},
doi = {10.1109/ICASSP.2013.6637857},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/ShahS13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icip/HanifS13,
author = {Muhammad Hanif and
Abd{-}Krim Seghouane},
title = {An EM-based hybrid Fourier-wavelet image deconvolution algorithm},
booktitle = {{IEEE} International Conference on Image Processing, {ICIP} 2013,
Melbourne, Australia, September 15-18, 2013},
pages = {591--595},
publisher = {{IEEE}},
year = {2013},
url = {https://doi.org/10.1109/ICIP.2013.6738122},
doi = {10.1109/ICIP.2013.6738122},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icip/HanifS13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isbi/KhalidS13,
author = {Muhammad Usman Khalid and
Abd{-}Krim Seghouane},
title = {Improving functional connectivity detection in {FMRI} by combining
sparse dictionary learning and canonical correlation analysis},
booktitle = {10th {IEEE} International Symposium on Biomedical Imaging: From Nano
to Macro, {ISBI} 2013, 7-11 April, 2013, San Francisco, CA, USA, Proceedings},
pages = {286--289},
publisher = {{IEEE}},
year = {2013},
url = {https://doi.org/10.1109/ISBI.2013.6556468},
doi = {10.1109/ISBI.2013.6556468},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/isbi/KhalidS13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isbi/SeghouaneS13,
author = {Abd{-}Krim Seghouane and
Adnan Shah},
title = {Consistent hemodynamic response function estimation in functional
{MRI} by first order differencing},
booktitle = {10th {IEEE} International Symposium on Biomedical Imaging: From Nano
to Macro, {ISBI} 2013, 7-11 April, 2013, San Francisco, CA, USA, Proceedings},
pages = {282--285},
publisher = {{IEEE}},
year = {2013},
url = {https://doi.org/10.1109/ISBI.2013.6556467},
doi = {10.1109/ISBI.2013.6556467},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/isbi/SeghouaneS13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isbi/ShahS13,
author = {Adnan Shah and
Abd{-}Krim Seghouane},
title = {Estimation of hemodynamic response functions for un-delineated overlapping
rois in fMRI data based on sparse dictionary learning},
booktitle = {10th {IEEE} International Symposium on Biomedical Imaging: From Nano
to Macro, {ISBI} 2013, 7-11 April, 2013, San Francisco, CA, USA, Proceedings},
pages = {1516--1519},
publisher = {{IEEE}},
year = {2013},
url = {https://doi.org/10.1109/ISBI.2013.6556823},
doi = {10.1109/ISBI.2013.6556823},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/isbi/ShahS13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsp/ShahS13,
author = {Adnan Shah and
Abd{-}Krim Seghouane},
title = {Model-free optimal de-drifting and enhanced detection in fMRI data},
booktitle = {{IEEE} International Workshop on Machine Learning for Signal Processing,
{MLSP} 2013, Southampton, United Kingdom, September 22-25, 2013},
pages = {1--6},
publisher = {{IEEE}},
year = {2013},
url = {https://doi.org/10.1109/MLSP.2013.6661963},
doi = {10.1109/MLSP.2013.6661963},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mlsp/ShahS13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neco/SeghouaneA12,
author = {Abd{-}Krim Seghouane and
Shun{-}ichi Amari},
title = {Identification of Directed Influence: Granger Causality, Kullback-Leibler
Divergence, and Complexity},
journal = {Neural Comput.},
volume = {24},
number = {7},
pages = {1722--1739},
year = {2012},
url = {https://doi.org/10.1162/NECO\_a\_00291},
doi = {10.1162/NECO\_A\_00291},
timestamp = {Tue, 01 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/neco/SeghouaneA12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmi/SeghouaneS12,
author = {Abd{-}Krim Seghouane and
Adnan Shah},
title = {{HRF} Estimation in fMRI Data With an Unknown Drift Matrix by Iterative
Minimization of the Kullback-Leibler Divergence},
journal = {{IEEE} Trans. Medical Imaging},
volume = {31},
number = {2},
pages = {192--206},
year = {2012},
url = {https://doi.org/10.1109/TMI.2011.2167238},
doi = {10.1109/TMI.2011.2167238},
timestamp = {Thu, 18 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmi/SeghouaneS12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dicta/HanifS12,
author = {Muhammad Hanif and
Abd{-}Krim Seghouane},
title = {Blurred Image Deconvolution Using Gaussian Scale Mixtures Model in
Wavelet Domain},
booktitle = {2012 International Conference on Digital Image Computing Techniques
and Applications, {DICTA} 2012, Fremantle, Australia, December 3-5,
2012},
pages = {1--6},
publisher = {{IEEE}},
year = {2012},
url = {https://doi.org/10.1109/DICTA.2012.6411692},
doi = {10.1109/DICTA.2012.6411692},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dicta/HanifS12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dicta/KhalidSS12,
author = {Muhammad Usman Khalid and
Adnan Shah and
Abd{-}Krim Seghouane},
title = {Adaptive 2DCCA Based Approach for Improving Spatial Specificity of
Activation Detection in Functional {MRI}},
booktitle = {2012 International Conference on Digital Image Computing Techniques
and Applications, {DICTA} 2012, Fremantle, Australia, December 3-5,
2012},
pages = {1--6},
publisher = {{IEEE}},
year = {2012},
url = {https://doi.org/10.1109/DICTA.2012.6411709},
doi = {10.1109/DICTA.2012.6411709},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dicta/KhalidSS12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/embc/SeghouaneS12,
author = {Abd{-}Krim Seghouane and
Adnan Shah},
title = {Functional brain connectivity as revealed by singular spectrum analysis},
booktitle = {Annual International Conference of the {IEEE} Engineering in Medicine
and Biology Society, {EMBC} 2012, San Diego, CA, USA, August 28 -
September 1, 2012},
pages = {5186--5189},
publisher = {{IEEE}},
year = {2012},
url = {https://doi.org/10.1109/EMBC.2012.6347162},
doi = {10.1109/EMBC.2012.6347162},
timestamp = {Wed, 16 Oct 2019 14:14:50 +0200},
biburl = {https://dblp.org/rec/conf/embc/SeghouaneS12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/embc/ShahKS12,
author = {Adnan Shah and
Muhammad Usman Khalid and
Abd{-}Krim Seghouane},
title = {Comparing causality measures of fMRI data using PCA, {CCA} and vector
autoregressive modelling},
booktitle = {Annual International Conference of the {IEEE} Engineering in Medicine
and Biology Society, {EMBC} 2012, San Diego, CA, USA, August 28 -
September 1, 2012},
pages = {6184--6187},
publisher = {{IEEE}},
year = {2012},
url = {https://doi.org/10.1109/EMBC.2012.6347406},
doi = {10.1109/EMBC.2012.6347406},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/embc/ShahKS12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsp/SeghouaneH12,
author = {Abd{-}Krim Seghouane and
Muhammad Hanif},
title = {A Kullback-Leibler divergence approach for wavelet-based blind image
deconvolution},
booktitle = {{IEEE} International Workshop on Machine Learning for Signal Processing,
{MLSP} 2012, Santander, Spain, September 23-26, 2012},
pages = {1--5},
publisher = {{IEEE}},
year = {2012},
url = {https://doi.org/10.1109/MLSP.2012.6349757},
doi = {10.1109/MLSP.2012.6349757},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mlsp/SeghouaneH12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsp/SeghouaneK12,
author = {Abd{-}Krim Seghouane and
Muhammad Usman Khalid},
title = {Hierarchical sparse brain network estimation},
booktitle = {{IEEE} International Workshop on Machine Learning for Signal Processing,
{MLSP} 2012, Santander, Spain, September 23-26, 2012},
pages = {1--6},
publisher = {{IEEE}},
year = {2012},
url = {https://doi.org/10.1109/MLSP.2012.6349756},
doi = {10.1109/MLSP.2012.6349756},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mlsp/SeghouaneK12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ssp/Seghouane12,
author = {Abd{-}Krim Seghouane},
title = {{FMRI} activation detection using a variant of Akaike information
criterion},
booktitle = {{IEEE} Statistical Signal Processing Workshop, {SSP} 2012, Ann Arbor,
MI, USA, August 5-8, 2012},
pages = {233--236},
publisher = {{IEEE}},
year = {2012},
url = {https://doi.org/10.1109/SSP.2012.6319669},
doi = {10.1109/SSP.2012.6319669},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ssp/Seghouane12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/prl/OngS11,
author = {Ju Lynn Ong and
Abd{-}Krim Seghouane},
title = {Feature selection using mutual information in {CT} colonography},
journal = {Pattern Recognit. Lett.},
volume = {32},
number = {2},
pages = {337--341},
year = {2011},
url = {https://doi.org/10.1016/j.patrec.2010.09.012},
doi = {10.1016/J.PATREC.2010.09.012},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/prl/OngS11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/taes/Seghouane11,
author = {Abd{-}Krim Seghouane},
title = {New {AIC} Corrected Variants for Multivariate Linear Regression Model
Selection},
journal = {{IEEE} Trans. Aerosp. Electron. Syst.},
volume = {47},
number = {2},
pages = {1154--1165},
year = {2011},
url = {https://doi.org/10.1109/TAES.2011.5751249},
doi = {10.1109/TAES.2011.5751249},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/taes/Seghouane11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/taes/Seghouane11a,
author = {Abd{-}Krim Seghouane},
title = {A Kullback-Leibler Methodology for Unconditional {ML} {DOA} Estimation
in Unknown Nonuniform Noise},
journal = {{IEEE} Trans. Aerosp. Electron. Syst.},
volume = {47},
number = {4},
pages = {3012--3021},
year = {2011},
url = {https://doi.org/10.1109/TAES.2011.6034684},
doi = {10.1109/TAES.2011.6034684},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/taes/Seghouane11a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tip/OngS11,
author = {Ju Lynn Ong and
Abd{-}Krim Seghouane},
title = {From Point to Local Neighborhood: Polyp Detection in {CT} Colonography
Using Geodesic Ring Neighborhoods},
journal = {{IEEE} Trans. Image Process.},
volume = {20},
number = {4},
pages = {1000--1010},
year = {2011},
url = {https://doi.org/10.1109/TIP.2010.2076295},
doi = {10.1109/TIP.2010.2076295},
timestamp = {Sun, 10 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tip/OngS11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tip/Seghouane11,
author = {Abd{-}Krim Seghouane},
title = {A Kullback-Leibler Divergence Approach to Blind Image Restoration},
journal = {{IEEE} Trans. Image Process.},
volume = {20},
number = {7},
pages = {2078--2083},
year = {2011},
url = {https://doi.org/10.1109/TIP.2011.2105881},
doi = {10.1109/TIP.2011.2105881},
timestamp = {Sun, 10 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tip/Seghouane11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isbi/Seghouane11,
author = {Abd{-}Krim Seghouane},
title = {Quantifying information flowin fMRI using the Kullbakc-Leibler divergence},
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 = {1569--1572},
publisher = {{IEEE}},
year = {2011},
url = {https://doi.org/10.1109/ISBI.2011.5872701},
doi = {10.1109/ISBI.2011.5872701},
timestamp = {Wed, 04 Oct 2023 17:01:25 +0200},
biburl = {https://dblp.org/rec/conf/isbi/Seghouane11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sigpro/Seghouane10,
author = {Abd{-}Krim Seghouane},
title = {Asymptotic bootstrap corrections of {AIC} for linear regression models},
journal = {Signal Process.},
volume = {90},
number = {1},
pages = {217--224},
year = {2010},
url = {https://doi.org/10.1016/j.sigpro.2009.06.010},
doi = {10.1016/J.SIGPRO.2009.06.010},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sigpro/Seghouane10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icip/Seghouane10,
author = {Abd{-}Krim Seghouane},
title = {Maximum likelihood blind image restoration via alternating minimization},
booktitle = {Proceedings of the International Conference on Image Processing, {ICIP}
2010, September 26-29, Hong Kong, China},
pages = {3581--3584},
publisher = {{IEEE}},
year = {2010},
url = {https://doi.org/10.1109/ICIP.2010.5650975},
doi = {10.1109/ICIP.2010.5650975},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icip/Seghouane10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icip/SeghouaneO10,
author = {Abd{-}Krim Seghouane and
Ju Lynn Ong},
title = {Geodesic-ring based curvature maps for polyp detection in {CT} colonography},
booktitle = {Proceedings of the International Conference on Image Processing, {ICIP}
2010, September 26-29, Hong Kong, China},
pages = {1421--1424},
publisher = {{IEEE}},
year = {2010},
url = {https://doi.org/10.1109/ICIP.2010.5651359},
doi = {10.1109/ICIP.2010.5651359},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icip/SeghouaneO10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icip/SeghouaneO10a,
author = {Abd{-}Krim Seghouane and
Ju Lynn Ong},
title = {Efficient feature selection for polyp detection},
booktitle = {Proceedings of the International Conference on Image Processing, {ICIP}
2010, September 26-29, Hong Kong, China},
pages = {2285--2288},
publisher = {{IEEE}},
year = {2010},
url = {https://doi.org/10.1109/ICIP.2010.5648923},
doi = {10.1109/ICIP.2010.5648923},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icip/SeghouaneO10a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icip/SeghouaneO10b,
author = {Abd{-}Krim Seghouane and
Ju Lynn Ong},
title = {A Bayesian model selection approach to fMRI activation detection},
booktitle = {Proceedings of the International Conference on Image Processing, {ICIP}
2010, September 26-29, Hong Kong, China},
pages = {4401--4404},
publisher = {{IEEE}},
year = {2010},
url = {https://doi.org/10.1109/ICIP.2010.5653354},
doi = {10.1109/ICIP.2010.5653354},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icip/SeghouaneO10b.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/Seghouane09,
author = {Abd{-}Krim Seghouane},
title = {Model Selection Criteria for Image Restoration},
journal = {{IEEE} Trans. Neural Networks},
volume = {20},
number = {8},
pages = {1357--1363},
year = {2009},
url = {https://doi.org/10.1109/TNN.2009.2024146},
doi = {10.1109/TNN.2009.2024146},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tnn/Seghouane09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isbi/OngS09,
author = {Ju Lynn Ong and
Abd{-}Krim Seghouane},
title = {False Positive Reduction in {CT} Colonography Using Spectral Compression
and Curvature Tensor Smoothing of Surface Geometry},
booktitle = {Proceedings of the 2009 {IEEE} International Symposium on Biomedical
Imaging: From Nano to Macro, Boston, MA, USA, June 28 - July 1, 2009},
pages = {89--92},
publisher = {{IEEE}},
year = {2009},
url = {https://doi.org/10.1109/ISBI.2009.5192990},
doi = {10.1109/ISBI.2009.5192990},
timestamp = {Wed, 04 Oct 2023 17:01:25 +0200},
biburl = {https://dblp.org/rec/conf/isbi/OngS09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/spl/Seghouane08,
author = {Abd{-}Krim Seghouane},
title = {A Note on Image Restoration Using and {MSE}},
journal = {{IEEE} Signal Process. Lett.},
volume = {15},
pages = {61--64},
year = {2008},
url = {https://doi.org/10.1109/LSP.2007.910237},
doi = {10.1109/LSP.2007.910237},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/spl/Seghouane08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsp/KleinsteuberS08,
author = {Martin Kleinsteuber and
Abd{-}Krim Seghouane},
title = {On the Deterministic {CRB} for {DOA} Estimation in Unknown Noise Fields
Using Sparse Sensor Arrays},
journal = {{IEEE} Trans. Signal Process.},
volume = {56},
number = {2},
pages = {860--864},
year = {2008},
url = {https://doi.org/10.1109/TSP.2007.907832},
doi = {10.1109/TSP.2007.907832},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tsp/KleinsteuberS08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dicta/OngSO08,
author = {Ju Lynn Ong and
Abd{-}Krim Seghouane and
Kevin Osborn},
title = {Mean Shape Models for Polyp Detection in {CT} Colonography},
booktitle = {Proceedings of the International Conference on Digital Image Computing:
Techniques and Applications, {DICTA} 2008, Canberra, ACT, Australia,
1-3 December 2008},
pages = {287--293},
publisher = {{IEEE} Computer Society},
year = {2008},
url = {https://doi.org/10.1109/DICTA.2008.9},
doi = {10.1109/DICTA.2008.9},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dicta/OngSO08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isbi/OngSO08,
author = {Ju Lynn Ong and
Abd{-}Krim Seghouane and
Kevin Osborn},
title = {Polyp detection in {CT} colonography based on shape characteristics
and Kullback-Leibler divergence},
booktitle = {Proceedings of the 2008 {IEEE} International Symposium on Biomedical
Imaging: From Nano to Macro, Paris, France, May 14-17, 2008},
pages = {636--639},
publisher = {{IEEE}},
year = {2008},
url = {https://doi.org/10.1109/ISBI.2008.4541076},
doi = {10.1109/ISBI.2008.4541076},
timestamp = {Wed, 04 Oct 2023 17:01:25 +0200},
biburl = {https://dblp.org/rec/conf/isbi/OngSO08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sigpro/SeghouaneC07,
author = {Abd{-}Krim Seghouane and
Andrzej Cichocki},
title = {Bayesian estimation of the number of principal components},
journal = {Signal Process.},
volume = {87},
number = {3},
pages = {562--568},
year = {2007},
url = {https://doi.org/10.1016/j.sigpro.2006.09.001},
doi = {10.1016/J.SIGPRO.2006.09.001},
timestamp = {Sat, 22 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/sigpro/SeghouaneC07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/SeghouaneA07,
author = {Abd{-}Krim Seghouane and
Shun{-}ichi Amari},
title = {The {AIC} Criterion and Symmetrizing the Kullback-Leibler Divergence},
journal = {{IEEE} Trans. Neural Networks},
volume = {18},
number = {1},
pages = {97--106},
year = {2007},
url = {https://doi.org/10.1109/TNN.2006.882813},
doi = {10.1109/TNN.2006.882813},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tnn/SeghouaneA07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isspa/Seghouane07,
author = {Abd{-}Krim Seghouane},
title = {A corrected version of {KIC} for robust model selection in small samples},
booktitle = {9th International Symposium on Signal Processing and Its Applications,
{ISSPA} 2007, Sharjah, United Arab Emirates, February 12-15, 2007},
pages = {1--4},
publisher = {{IEEE}},
year = {2007},
url = {https://doi.org/10.1109/ISSPA.2007.4555330},
doi = {10.1109/ISSPA.2007.4555330},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/isspa/Seghouane07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sigpro/BekaraKSF06,
author = {Ma{\"{\i}}za Bekara and
Luc Knockaert and
Abd{-}Krim Seghouane and
Gilles Fleury},
title = {A model selection approach to signal denoising using Kullback's symmetric
divergence},
journal = {Signal Process.},
volume = {86},
number = {7},
pages = {1400--1409},
year = {2006},
url = {https://doi.org/10.1016/j.sigpro.2005.03.023},
doi = {10.1016/J.SIGPRO.2005.03.023},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sigpro/BekaraKSF06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sigpro/Seghouane06,
author = {Abd{-}Krim Seghouane},
title = {Multivariate regression model selection from small samples using Kullback's
symmetric divergence},
journal = {Signal Process.},
volume = {86},
number = {8},
pages = {2074--2084},
year = {2006},
url = {https://doi.org/10.1016/j.sigpro.2005.10.009},
doi = {10.1016/J.SIGPRO.2005.10.009},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sigpro/Seghouane06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sigpro/Seghouane06a,
author = {Abd{-}Krim Seghouane},
title = {A note on overfitting properties of {KIC} and KIC\({}_{\mbox{c}}\)},
journal = {Signal Process.},
volume = {86},
number = {10},
pages = {3055--3060},
year = {2006},
url = {https://doi.org/10.1016/j.sigpro.2006.01.002},
doi = {10.1016/J.SIGPRO.2006.01.002},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sigpro/Seghouane06a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcas/Seghouane06,
author = {Abd{-}Krim Seghouane},
title = {Vector Autoregressive Model-Order Selection From Finite Samples Using
Kullback's Symmetric Divergence},
journal = {{IEEE} Trans. Circuits Syst. {I} Regul. Pap.},
volume = {53-I},
number = {10},
pages = {2327--2335},
year = {2006},
url = {https://doi.org/10.1109/TCSI.2006.883158},
doi = {10.1109/TCSI.2006.883158},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tcas/Seghouane06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eusipco/SeghouaneC06,
author = {Abd{-}Krim Seghouane and
Andrzej Cichocki},
title = {Bayesian estimation of the number of principal components},
booktitle = {14th European Signal Processing Conference, {EUSIPCO} 2006, Florence,
Italy, September 4-8, 2006},
pages = {1--5},
publisher = {{IEEE}},
year = {2006},
url = {https://ieeexplore.ieee.org/document/7071047/},
timestamp = {Mon, 09 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/eusipco/SeghouaneC06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/HuperSS06,
author = {Knut H{\"{u}}per and
Hao Shen and
Abd{-}Krim Seghouane},
title = {Local Convergence Properties of Fastica and Some Generalisations},
booktitle = {2006 {IEEE} International Conference on Acoustics Speech and Signal
Processing, {ICASSP} 2006, Toulouse, France, May 14-19, 2006},
pages = {1009--1012},
publisher = {{IEEE}},
year = {2006},
url = {https://doi.org/10.1109/ICASSP.2006.1661449},
doi = {10.1109/ICASSP.2006.1661449},
timestamp = {Fri, 02 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/HuperSS06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sigpro/SeghouaneBF05,
author = {Abd{-}Krim Seghouane and
Ma{\"{\i}}za Bekara and
Gilles Fleury},
title = {A criterion for model selection in the presence of incomplete data
based on Kullback's symmetric divergence},
journal = {Signal Process.},
volume = {85},
number = {7},
pages = {1405--1417},
year = {2005},
url = {https://doi.org/10.1016/j.sigpro.2005.02.004},
doi = {10.1016/J.SIGPRO.2005.02.004},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sigpro/SeghouaneBF05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/Seghouane05,
author = {Abd{-}Krim Seghouane},
title = {A criterion for vector autoregressive model selection based on Kullback's
symmetric divergence},
booktitle = {2005 {IEEE} International Conference on Acoustics, Speech, and Signal
Processing, {ICASSP} '05, Philadelphia, Pennsylvania, USA, March 18-23,
2005},
pages = {97--100},
publisher = {{IEEE}},
year = {2005},
url = {https://doi.org/10.1109/ICASSP.2005.1415954},
doi = {10.1109/ICASSP.2005.1415954},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/Seghouane05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nca/SeghouaneMF04,
author = {Abd{-}Krim Seghouane and
Yassir Moudden and
Gilles Fleury},
title = {Regularizing the effect of input noise injection in feedforward neural
networks training},
journal = {Neural Comput. Appl.},
volume = {13},
number = {3},
pages = {248--254},
year = {2004},
url = {https://doi.org/10.1007/s00521-004-0411-6},
doi = {10.1007/S00521-004-0411-6},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/nca/SeghouaneMF04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsp/SeghouaneB04,
author = {Abd{-}Krim Seghouane and
Ma{\"{\i}}za Bekara},
title = {A small sample model selection criterion based on Kullback's symmetric
divergence},
journal = {{IEEE} Trans. Signal Process.},
volume = {52},
number = {12},
pages = {3314--3323},
year = {2004},
url = {https://doi.org/10.1109/TSP.2004.837416},
doi = {10.1109/TSP.2004.837416},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tsp/SeghouaneB04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/SeghouaneBF03,
author = {Abd{-}Krim Seghouane and
Ma{\"{\i}}za Bekara and
Gilles Fleury},
title = {A small sample model selection criterion based on Kullback's symmetric
divergence},
booktitle = {2003 {IEEE} International Conference on Acoustics, Speech, and Signal
Processing, {ICASSP} '03, Hong Kong, April 6-10, 2003},
pages = {145--148},
publisher = {{IEEE}},
year = {2003},
url = {https://doi.org/10.1109/ICASSP.2003.1201639},
doi = {10.1109/ICASSP.2003.1201639},
timestamp = {Mon, 22 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/SeghouaneBF03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/csi/MouddenSB02,
author = {Yassir Moudden and
Abd{-}Krim Seghouane and
Olivier Boubal},
title = {Extraction of peak pressure position information from the spark-plug
ionization signal},
journal = {Comput. Stand. Interfaces},
volume = {24},
number = {2},
pages = {161--170},
year = {2002},
url = {https://doi.org/10.1016/S0920-5489(02)00013-2},
doi = {10.1016/S0920-5489(02)00013-2},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/csi/MouddenSB02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nnsp/SeghouaneMF02,
author = {Abd{-}Krim Seghouane and
Yassir Moudden and
Gilles Fleury},
title = {On learning feedforward neural networks with noise injection into
inputs},
booktitle = {Proceedings of the 12th {IEEE} Workshop on Neural Networks for Signal
Processing, {NNSP} 2002, Martigny, Valais, Switzerland, September
4-6, 2002},
pages = {149--158},
publisher = {{IEEE}},
year = {2002},
url = {https://doi.org/10.1109/NNSP.2002.1030026},
doi = {10.1109/NNSP.2002.1030026},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nnsp/SeghouaneMF02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isspa/SeghouaneF01,
author = {Abd{-}Krim Seghouane and
Gilles Fleury},
title = {A cost function for learning feedforward neural networks subject to
noisy inputs},
booktitle = {Proceedings of the Sixth International Symposium on Signal Processing
and its Applications, {ISSPA} 2001, August 13-16 2001, Shmgri-La Hotel,
Kuala Lumpur, Malaysia},
pages = {386--389},
publisher = {{IEEE}},
year = {2001},
url = {https://doi.org/10.1109/ISSPA.2001.950161},
doi = {10.1109/ISSPA.2001.950161},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/isspa/SeghouaneF01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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