Geometry-induced implicit regularization (Joint work with Joachim Bona-Pellissier and François Bachoc) |
Python codes |
Orthogonal Convolutional Neural Networks (Joint work with El-Mehdi Achour and Franck Mamalet) |
Included in DEEL LIP |
Regularized non Local Total variation (Joint work with Zhi Li and Tieyong Zeng) |
Matlab codes: RNLTV_pub.zip |
Demo on Fast Transform Learning | Matlab codes, scripts and results : FTL_demo |
Very Large Volume (3D) Data Processing | See the project page VLVDP |
Some Matlab codes on Basis Pursuit Denoising are available (IT, PCD and PPPA (see the report PS.GZ or PDF)). They are adapted to the SPARCO toolbox | Matlab codes, scripts and results (30 Mo) |
Some Megawave2 codes on image restoration with optimization methods are also available (total variation minimization, image zooming, image dequantization, Fast Basis Pursuit Denoising (for wavelet packet dictionaries),...). Beside the codes on Basis Pursuit Denoising, they are written in French and in a pedagogical way. | see the teaching page |
A package for the computation and manipulation of Wavelet packets
has been included in the last version of Megawave 2. It contains :
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Megawave 2 |