François Malgouyres

Sylvie Le Hégarat-Mascle

Marie Lachaize

J. Math. Imaging Vis., 2020

On the stable recovery of deep structured linear networks under sparsity constraints.

[BibT_eX]

[DOI]

Proceedings of Mathematical and Scientific Machine Learning, 2020

Learning Optimal Shape Representations for Multi-Modal Image Registration.

[BibT_eX]

[DOI]

Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020

2019

Multilinear Compressive Sensing and an Application to Convolutional Linear Networks.

[BibT_eX]

[DOI]

Joseph Landsberg

SIAM J. Math. Data Sci., 2019

Loss functions for denoising compressed images: a comparative study.

[BibT_eX]

[DOI]

Thomas Oberlin

Jin-Yi Wu

Proceedings of the 27th European Signal Processing Conference, 2019

2018

Regularized multi-label fast marching and application to whole-body image segmentation.

[BibT_eX]

[DOI]

Proceedings of the 15th IEEE International Symposium on Biomedical Imaging, 2018

2017

Regularized Non-local Total Variation and Application in Image Restoration.

[BibT_eX]

[DOI]

Zhi Li

J. Math. Imaging Vis., 2017

Stable recovery of the factors from a deep matrix product and application to convolutional networks. Focus on sparsity constraints.

[BibT_eX]

[DOI]

Joseph Landsberg

CoRR, 2017

2016

On the identifiability and stable recovery of deep/multi-layer structured matrix factorization.

[BibT_eX]

[DOI]

Joseph Landsberg

Proceedings of the 2016 IEEE Information Theory Workshop, 2016

2015

Toward Fast Transform Learning.

[BibT_eX]

[DOI]

Int. J. Comput. Vis., 2015

2014

A reduction method for graph cut optimization.

[BibT_eX]

[DOI]

Christophe De Vleeschouwer

Pattern Anal. Appl., 2014

Proceedings of the second "international Traveling Workshop on Interactions between Sparse models and Technology" (iTWIST'14).

[BibT_eX]

[DOI]

Laurent Jacques

Jean-François Determe

Fred Maurice Ngolè Mboula

CoRR, 2014

Numerical study of an optimization problem for mosaic active imaging.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

2013

Image restoration using sparse approximations of spatially varying blur operators in the wavelet domain

[BibT_eX]

[DOI]

Paul Escande

Pierre Weiss

CoRR, 2013

Spatially Varying Blur Recovery - Diagonal Approximations in the Wavelet Domain.

[BibT_eX]

Paul Escande

Pierre Weiss

Proceedings of the ICPRAM 2013, 2013

2012

Simultaneous Segmentation and Filtering via Reduced Graph Cuts.

[BibT_eX]

[DOI]

Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2012

2011

Matching pursuit shrinkage in Hilbert spaces.

[BibT_eX]

[DOI]

Signal Process., 2011

Reduced graphs for min-cut/max-flow approaches in image segmentation.

[BibT_eX]

[DOI]

Lucas Létocart

Electron. Notes Discret. Math., 2011

2010

Reducing graphs in graph cut segmentation.

[BibT_eX]

[DOI]

Lucas Létocart

Proceedings of the International Conference on Image Processing, 2010

2009

A Predual Proximal Point Algorithm Solving a Non Negative Basis Pursuit Denoising Model.

[BibT_eX]

[DOI]

Int. J. Comput. Vis., 2009

2007

Rank related properties for Basis Pursuit and total variation regularization.

[BibT_eX]

[DOI]

Signal Process., 2007

Image Compression Through a Projection onto a Polyhedral Set.

[BibT_eX]

[DOI]

J. Math. Imaging Vis., 2007

2006

Using Gabor Dictionaries in A TV - L<sup>∞</sup>Model, for Denoising.

[BibT_eX]

[DOI]

Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006

2002

Minimizing the total variation under a general convex constraint for image restoration.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2002

2001

Edge Direction Preserving Image Zooming: A Mathematical and Numerical Analysis.

[BibT_eX]

[DOI]

Frédéric Guichard

SIAM J. Numer. Anal., 2001

Total Variation Based Oversampling of Noisy Images.

[BibT_eX]

[DOI]

Proceedings of the Scale-Space and Morphology in Computer Vision, 2001

1998

Total variation based interpolation.

[BibT_eX]

[DOI]

Frédéric Guichard