GOT: an optimal transport framework for graph comparison H Petric Maretic, M El Gheche, G Chierchia, P Frossard Advances in Neural Information Processing Systems 32, 2019 | 118 | 2019 |
Multitemporal SAR image despeckling based on block-matching and collaborative filtering G Chierchia, M El Gheche, G Scarpa, L Verdoliva IEEE Transactions on Geoscience and Remote Sensing 55 (10), 5467-5480, 2017 | 73 | 2017 |
OrthoNet: multilayer network data clustering M El Gheche, G Chierchia, P Frossard IEEE Transactions on Signal and Information Processing over Networks 6, 152-162, 2020 | 24 | 2020 |
Joint graph-based depth refinement and normal estimation M Rossi, ME Gheche, A Kuhn, P Frossard Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2020 | 23 | 2020 |
Wasserstein-based graph alignment HP Maretic, M El Gheche, M Minder, G Chierchia, P Frossard IEEE Transactions on Signal and Information Processing over Networks 8, 353-363, 2022 | 22 | 2022 |
Proximity operators of discrete information divergences M El Gheche, G Chierchia, JC Pesquet IEEE Transactions on Information Theory 64 (2), 1092-1104, 2017 | 22 | 2017 |
Texture reconstruction guided by a high-resolution patch M El Gheche, JF Aujol, Y Berthoumieu, CA Deledalle IEEE Transactions on Image Processing 26 (2), 549-560, 2016 | 19 | 2016 |
Cdot: Continuous domain adaptation using optimal transport G Ortiz-Jimenez, ME Gheche, E Simou, HP Maretic, P Frossard arXiv preprint arXiv:1909.11448, 2019 | 18 | 2019 |
FGOT: Graph distances based on filters and optimal transport HP Maretic, M El Gheche, G Chierchia, P Frossard Proceedings of the AAAI Conference on Artificial Intelligence 36 (7), 7710-7718, 2022 | 15 | 2022 |
Image zoom completion M Hidane, M El Gheche, JF Aujol, Y Berthoumieu, CA Deledalle IEEE Transactions on Image Processing 25 (8), 3505-3517, 2016 | 12 | 2016 |
A parallel proximal splitting method for disparity estimation from multicomponent images under illumination variation C Chaux, M El-Gheche, J Farah, JC Pesquet, B Pesquet-Popescu Journal of mathematical imaging and vision 47, 167-178, 2013 | 11 | 2013 |
Stochastic gradient descent for spectral embedding with implicit orthogonality constraint M El Gheche, G Chierchia, P Frossard ICASSP 2019-2019 IEEE International Conference on Acoustics, Speech and …, 2019 | 7 | 2019 |
A nonsmooth graph-based approach to light field super-resolution M Rossi, M El Gheche, P Frossard 2018 25th IEEE International Conference on Image Processing (ICIP), 2590-2594, 2018 | 7 | 2018 |
Forward-backward splitting for optimal transport based problems G Ortiz-Jiménez, M El Gheche, E Simou, HP Maretić, P Frossard ICASSP 2020-2020 IEEE International Conference on Acoustics, Speech and …, 2020 | 6 | 2020 |
Graph heat mixture model learning HP Maretic, M El Gheche, P Frossard 2018 52nd Asilomar Conference on Signals, Systems, and Computers, 1003-1007, 2018 | 6 | 2018 |
Proximal methods for convex minimization of Phi-divergences: application to computer vision. M El Gheche Université Paris-Est; Université Libanaise. Faculté des Sciences (Beyrouth …, 2014 | 6 | 2014 |
A proximal approach for optimization problems involving kullback divergences M El Gheche, JC Pesquet, J Farah 2013 IEEE International Conference on Acoustics, Speech and Signal …, 2013 | 6 | 2013 |
Proximal splitting methods for depth estimation M El Gheche, JC Pesquet, J Farah, M Kaaniche, B Pesquet-Popescu 2011 IEEE International Conference on Acoustics, Speech and Signal …, 2011 | 5 | 2011 |
Multilayer clustered graph learning ME Gheche, P Frossard arXiv preprint arXiv:2010.15456, 2020 | 3 | 2020 |
Robust and adaptive approaches for relative geologic time estimation MM Arouna, M El Gheche, M Donias, S Guillon, Y Berthoumieu Journal of Applied Geophysics 159, 157-172, 2018 | 3 | 2018 |