Mohamed-Jalal Fadili

49 papers B 13Misc 1Journal 22Unranked 11
YearRankTypeTitle / Venue / Authors
2024 J jnl
Limits of non-local approximations to the Eikonal equation on manifolds.
CoRR
Mohamed-Jalal Fadili, Nicolas Forcadel, Rita Zantout
2023 J jnl
SimPINNs: Simulation-Driven Physics-Informed Neural Networks for Enhanced Performance in Nonlinear Inverse Problems.
CoRR
Sidney Besnard, Frédéric Jurie, Mohamed-Jalal Fadili
2016 J jnl
Proceedings of the third "international Traveling Workshop on Interactions between Sparse models and Technology" (iTWIST'16).
CoRR
Vinayak Abrol, Olivier Absil, Pierre-Antoine Absil, Sandrine Anthoine, Philippe Antoine, Thomas Arildsen, Nancy Bertin, Folkert Bleichrodt, Jérôme Bobin, Anne Bol, Antoine Bonnefoy, Francesco Caltagirone, Valerio Cambareri, Cecile Chenot, Vladimir S. Crnojevic, Marie Danková, Kévin Degraux, Jens Eisert, Mohamed-Jalal Fadili, Marylou Gabrié, Nicolas Gac, Daniele Giacobello, Carlos A. Gomez Gonzalez, Adriana Gonzalez, Pierre-Yves Gousenbourger, Mads Græsbøll Christensen, Rémi Gribonval, Stéphanie Guérit, Shaoguang Huang, Paul Irofti, Laurent Jacques, Ulugbek S. Kamilov, Srdan Kitic, Martin Kliesch, Florent Krzakala, John A. Lee, Wenzhi Liao, Tobias Lindstrøm Jensen, Andre Manoel, Hassan Mansour, Ali Mohammad-Djafari, Amirafshar Moshtaghpour, Fred Maurice Ngolè Mboula, Benoît Pairet, Marko Panic, Gabriel Peyré, Aleksandra Pizurica, Pavel Rajmic, Matthieu Roblin, Ingo Roth, Anil Kumar Sao, Pulkit Sharma, Jean-Luc Starck, Eric W. Tramel, Toon van Waterschoot, Dejan Vukobratovic, Li Wang, Benedikt Wirth, Gerhard Wunder, Hongyan Zhang
2014 B conf
On the convergence rates of proximal splitting algorithms.
ICIP
Jingwei Liang, Mohamed-Jalal Fadili, Gabriel Peyré
2013 J jnl
Stabilizing Nonuniformly Quantized Compressed Sensing With Scalar Companders.
IEEE Trans. Inf. Theory
Laurent Jacques, David K. Hammond, Mohamed-Jalal Fadili
2013 J jnl
Stable Recovery with Analysis Decomposable Priors
CoRR
Mohamed-Jalal Fadili, Gabriel Peyré, Samuel Vaiter, Charles-Alban Deledalle, Joseph Salmon
2012 — conf
A quasi-Newton proximal splitting method.
NIPS
Stephen Becker, Mohamed-Jalal Fadili
2012 J jnl
Stabilizing Nonuniformly Quantized Compressed Sensing with Scalar Companders
CoRR
Laurent Jacques, David K. Hammond, Mohamed-Jalal Fadili
2011 B conf
Data augmentation for galaxy density map reconstruction.
ICIP
François-Xavier Dupé, Mohamed-Jalal Fadili, Jean-Luc Starck
2011 J jnl
Dequantizing Compressed Sensing: When Oversampling and Non-Gaussian Constraints Combine.
IEEE Trans. Inf. Theory
Laurent Jacques, David K. Hammond, Mohamed-Jalal Fadili
2011 B conf
Inverse problems with poisson noise: Primal and primal-dual splitting.
ICIP
François-Xavier Dupé, Mohamed-Jalal Fadili, Jean-Luc Starck
2011 B conf
Weighted fidelity in non-uniformly quantized compressed sensing.
ICIP
Laurent Jacques, David K. Hammond, Mohamed-Jalal Fadili
2010 J jnl
Image Decomposition and Separation Using Sparse Representations: An Overview.
Proc. IEEE
Mohamed-Jalal Fadili, Jean-Luc Starck, Jérôme Bobin, Yassir Moudden
2010 J jnl
MCALab: Reproducible Research in Signal and Image Decomposition and Inpainting.
Comput. Sci. Eng.
Mohamed-Jalal Fadili, Jean-Luc Starck, Michael Elad, David L. Donoho
2010 — book
Sparse Image and Signal Processing - Wavelets, Curvelets, Morphological Diversity.
Jean-Luc Starck, Fionn Murtagh, Mohamed-Jalal Fadili
2010 — book
Une exploration des problèmes inverses par les représentations parcimonieuses et l'optimisation non lisse. (Exploring inverse problems with non-smooth optimization and sparse representations).
Mohamed-Jalal Fadili
2009 J jnl
A Proximal Iteration for Deconvolving Poisson Noisy Images Using Sparse Representations.
IEEE Trans. Image Process.
François-Xavier Dupé, Mohamed-Jalal Fadili, Jean-Luc Starck
2009 B conf
An overview of inverse problem regularization using sparsity.
ICIP
Jean-Luc Starck, Mohamed-Jalal Fadili
2009 B conf
DeQuantizing Compressed Sensing with non-Gaussian constraints.
ICIP
Laurent Jacques, David K. Hammond, Mohamed-Jalal Fadili
2009 B conf
Image deconvolution by stein block thresholding.
ICIP
Christophe Chesneau, Mohamed-Jalal Fadili, Jean-Luc Starck
2009 J jnl
Inpainting and Zooming Using Sparse Representations.
Comput. J.
Mohamed-Jalal Fadili, Jean-Luc Starck, Fionn Murtagh
2009 B conf
Monotone operator splitting for optimization problems in sparse recovery.
ICIP
Mohamed-Jalal Fadili, Jean-Luc Starck
2009 B conf
Sparsity and morphological diversity for hyperspectral data analysis.
ICIP
Jérôme Bobin, Yassir Moudden, Jean-Luc Starck, Mohamed-Jalal Fadili
2009 B conf
TV-regularized generation of planar images from omnicams.
ICIP
Yannick Boursier, Laurent Jacques, Didier Raboud, Pascal Frossard, Mohamed-Jalal Fadili, Pierre Vandergheynst
2009 B conf
Total variation projection with first order schemes.
ICIP
Mohamed-Jalal Fadili, Gabriel Peyré
2008 — conf
Deconvolution of confocal microscopy images using proximal iteration and sparse representations.
ISBI
François-Xavier Dupé, Mohamed-Jalal Fadili, Jean-Luc Starck
2008 Misc conf
Image deconvolution under poisson noise using sparse representations and proximal thresholding iteration.
ICASSP
François-Xavier Dupé, Mohamed-Jalal Fadili, Jean-Luc Starck
2008 J jnl
Wavelets, Ridgelets, and Curvelets for Poisson Noise Removal.
IEEE Trans. Image Process.
Bo Zhang, Mohamed-Jalal Fadili, Jean-Luc Starck
2007 — conf
Morphological Diversity and Sparse Image Denoising.
ICASSP (1)
Mohamed-Jalal Fadili, Jean-Luc Starck, Larbi Boubchir
2006 J jnl
A closed-form nonparametric Bayesian estimator in the wavelet domain of images using an approximate alpha-stable prior.
Pattern Recognit. Lett.
Larbi Boubchir, Mohamed-Jalal Fadili
2006 — conf
Multi-Scale Variance Stabilizing Transform for Multi-Dimensional Poisson Count Image Denoising.
ICASSP (2)
Bo Zhang, Mohamed-Jalal Fadili, Jean-Luc Starck
2005 J jnl
Analytical form for a Bayesian wavelet estimator of images using the Bessel K form densities.
IEEE Trans. Image Process.
Mohamed-Jalal Fadili, Larbi Boubchir
2005 — conf
EM algorithm for sparse representation-based image inpainting.
ICIP (2)
Mohamed-Jalal Fadili, Jean-Luc Starck
2005 J jnl
Penalized partially linear models using sparse representations with an application to fMRI time series.
IEEE Trans. Signal Process.
Mohamed-Jalal Fadili, Ed Bullmore
2004 — conf
A Multi-Label Front Propagation Approach for Object Segmentation.
ICPR (1)
Hua Li, Abderrahim Elmoataz, Mohamed-Jalal Fadili, Su Ruan
2004 J jnl
A comparative evaluation of wavelet-based methods for hypothesis testing of brain activation maps.
NeuroImage
Mohamed-Jalal Fadili, Edward T. Bullmore
2004 — conf
Bayesian Denoising in the Wavelet-Domain Using an Analytical Approximate a-Stable Prior.
ICPR (4)
Larbi Boubchir, Mohamed-Jalal Fadili, Daniel Bloyet
2004 — conf
Dual Front Evolution Model and Its Application in Medical Imaging.
MICCAI (1)
Hua Li, Abderrahim Elmoataz, Mohamed-Jalal Fadili, Su Ruan
2004 J jnl
Non-convex onion-peeling using a shape hull algorithm.
Pattern Recognit. Lett.
Mohamed-Jalal Fadili, Mahmoud Melkemi, Abderrahim Elmoataz
2004 — conf
Penalized Partially Linear Models using Orthonormal Wavelet Bases with an Application to fMRI Time Series.
ISBI
Mohamed-Jalal Fadili, Edward T. Bullmore
2002 J jnl
Overcoming Confounds of Stimulus Blocking: An Event-Related fMRI Design of Semantic Processing.
NeuroImage
Lea K. Pilgrim, Mohamed-Jalal Fadili, Paul C. Fletcher, Lorraine K. Tyler
2002 J jnl
Wavelet-Generalized Least Squares: A New BLU Estimator of Linear Regression Models with 1/f Errors.
NeuroImage
Mohamed-Jalal Fadili, Edward T. Bullmore
2001 — conf
Fast Statistical Level Sets Image Segmentation for Biomedical Applications.
Scale-Space
Sophie Schüpp, Abderrahim Elmoataz, Mohamed-Jalal Fadili, Daniel Bloyet
2001 J jnl
On the number of clusters and the fuzziness index for unsupervised FCA application to BOLD fMRI time series.
Medical Image Anal.
Mohamed-Jalal Fadili, Su Ruan, Daniel Bloyet, Bernard Mazoyer
2001 — conf
Wavelet methods for characterising mono- and poly-fractal noise structures in shortish time series: an application to functional MRI.
ICIP (2)
Mohamed-Jalal Fadili, Edward T. Bullmore, M. Brett
2000 J jnl
Brain Tissue Classification of Magnetic Resonance Images Using Partial Volume Modeling.
IEEE Trans. Medical Imaging
Su Ruan, Cyril Jaggi, Jing-Hao Xue, Mohamed-Jalal Fadili, Daniel Bloyet
2000 B conf
Image Segmentation via Multiple Active Contour Models and Fuzzy Clustering with Biomedical Applications.
ICPR
Sophie Schüpp, Abderrahim Elmoataz, Mohamed-Jalal Fadili, Paulette Herlin, Daniel Bloyet
2000 J jnl
Phantom-based performance evaluation: Application to brain segmentation from magnetic resonance images.
Medical Image Anal.
Bruno Moretti, Mohamed-Jalal Fadili, Su Ruan, Daniel Bloyet, Bernard Mazoyer
2000 B conf
Unsupervised Segmentation of Three-Dimensional Brain Images.
ICPR
Su Ruan, Mohamed-Jalal Fadili, Daniel Bloyet, Jing-Hao Xue