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Francois Malgouyres
Francois Malgouyres
Institut de Mathématiques de Toulouse, Université Paul Sabatier.
Verified email at math.univ-toulouse.fr - Homepage
Title
Cited by
Cited by
Year
Edge direction preserving image zooming: a mathematical and numerical analysis
F Malgouyres, F Guichard
SIAM Journal on Numerical Analysis 39 (1), 1-37, 2001
2622001
Minimizing the total variation under a general convex constraint for image restoration
F Malgouyres
IEEE transactions on image processing 11 (12), 1450-1456, 2002
1322002
Total variation based interpolation
F Guichard, F Malgouyres
9th European Signal Processing Conference (EUSIPCO 1998), 1-4, 1998
1181998
Mathematical analysis of a model which combines total variation and wavelet for image restoration
F Malgouyres
Journal of information processes 2 (1), 1-10, 2002
832002
Solving a variational image restoration model which involves L∞ constraints
S Lintner, F Malgouyres
Inverse Problems 20 (3), 815, 2004
522004
Image deblurring, spectrum interpolation and application to satellite imaging
S Durand, F Malgouyres, B Rougé
ESAIM: Control, Optimisation and Calculus of Variations 5, 445-475, 2000
492000
Toward fast transform learning
O Chabiron, F Malgouyres, JY Tourneret, N Dobigeon
International Journal of Computer Vision 114 (2), 195-216, 2015
432015
Combining total variation and wavelet packet approaches for image deblurring
F Malgouyres
Proceedings IEEE Workshop on Variational and Level Set Methods in Computer …, 2001
392001
Regularized non-local total variation and application in image restoration
Z Li, F Malgouyres, T Zeng
Journal of Mathematical Imaging and Vision 59 (2), 296-317, 2017
312017
Reducing graphs in graph cut segmentation
N Lermé, F Malgouyres, L Létocart
2010 IEEE International Conference on Image Processing, 3045-3048, 2010
272010
A predual proximal point algorithm solving a non negative basis pursuit denoising model
F Malgouyres, T Zeng
International journal of computer vision 83, 294-311, 2009
262009
Noise selection approach to image restoration
F Malgouyres
Wavelets: Applications in Signal and Image Processing IX 4478, 34-41, 2001
232001
Existence, stability and scalability of orthogonal convolutional neural networks
EM Achour, F Malgouyres, F Mamalet
Journal of Machine Learning Research 23 (347), 1-56, 2022
212022
A framework for image deblurring using wavelet packet bases
F Malgouyres
Applied and Computational Harmonic Analysis 12 (3), 309-331, 2002
202002
On the identifiability and stable recovery of deep/multi-layer structured matrix factorization
F Malgouyres, J Landsberg
2016 IEEE Information Theory Workshop (ITW), 315-319, 2016
192016
Increase in the resolution of digital images: Variational theory and applications
F Malgouyres
PhD Thesis, Ecole Normale Superieure de Cachan, 2000
192000
Rank related properties for basis pursuit and total variation regularization
F Malgouyres
Signal Processing 87 (11), 2695-2707, 2007
182007
Parameter identifiability of a deep feedforward ReLU neural network
J Bona-Pellissier, F Bachoc, F Malgouyres
Machine Learning 112 (11), 4431-4493, 2023
152023
Multilinear compressive sensing and an application to convolutional linear networks
F Malgouyres, J Landsberg
SIAM Journal on Mathematics of Data Science 1 (3), 446-475, 2019
152019
The loss landscape of deep linear neural networks: a second-order analysis
EM Achour, F Malgouyres, S Gerchinovitz
Journal of Machine Learning Research 25 (242), 1-76, 2024
132024
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