Mireille El Gheche

Publication Activity (10 Years)

Years Active: 2011-2022
Publications (10 Years): 30

Top Topics

Problems Involving

Data Clustering

Signal Recovery

Texture Synthesis

Top Venues

IEEE Trans. Image Process.

IEEE Trans. Signal Inf. Process. over Networks

Publications

Hermina Petric Maretic, Mireille El Gheche, Matthias Minder, Giovanni Chierchia, Pascal Frossard
Wasserstein-Based Graph Alignment. IEEE Trans. Signal Inf. Process. over Networks 8 (2022)
Hermina Petric Maretic, Mireille El Gheche, Giovanni Chierchia, Pascal Frossard
fGOT: Graph Distances Based on Filters and Optimal Transport. AAAI (2022)
Isabela Cunha Maia Nobre, Mireille El Gheche, Pascal Frossard
Distributed Graph Learning With Smooth Data Priors. ICASSP (2022)
Hermina Petric Maretic, Mireille El Gheche, Giovanni Chierchia, Pascal Frossard
FGOT: Graph Distances based on Filters and Optimal Transport. CoRR (2021)
Mireille El Gheche, Pascal Frossard
Multilayer Graph Clustering with Optimized Node Embedding. CoRR (2021)
Matthias Minder, Zahra Farsijani, Dhruti Shah, Mireille El Gheche, Pascal Frossard
Figlearn: Filter and Graph Learning Using Optimal Transport. ICASSP (2021)
Isabela Cunha Maia Nobre, Mireille El Gheche, Pascal Frossard
Distributed Graph Learning with Smooth Data Priors. CoRR (2021)
Giovanni Chierchia, Mireille El Gheche
Yapa: Accelerated Proximal Algorithm for Convex Composite Problems. ICASSP (2021)
Mattia Rossi, Mireille El Gheche, Andreas Kuhn, Pascal Frossard
Joint Graph-Based Depth Refinement and Normal Estimation. CVPR (2020)
Mireille El Gheche, Pascal Frossard
Multilayer Clustered Graph Learning. CoRR (2020)
Matthias Minder, Zahra Farsijani, Dhruti Shah, Mireille El Gheche, Pascal Frossard
FiGLearn: Filter and Graph Learning using Optimal Transport. CoRR (2020)
Hermina Petric Maretic, Mireille El Gheche, Matthias Minder, Giovanni Chierchia, Pascal Frossard
Wasserstein-based Graph Alignment. CoRR (2020)
Mireille El Gheche, Giovanni Chierchia, Pascal Frossard
OrthoNet: Multilayer Network Data Clustering. IEEE Trans. Signal Inf. Process. over Networks 6 (2020)
Guillermo Ortiz-Jiménez, Mireille El Gheche, Effrosyni Simou, Hermina Petric Maretic, Pascal Frossard
Forward-Backward Splitting for Optimal Transport Based Problems. ICASSP (2020)
Mattia Rossi, Mireille El Gheche, Andreas Kuhn, Pascal Frossard
Joint Graph-based Depth Refinement and Normal Estimation. CoRR (2019)
Mireille El Gheche, Giovanni Chierchia, Pascal Frossard
Stochastic Gradient Descent for Spectral Embedding with Implicit Orthogonality Constraint. ICASSP (2019)
Hermina Petric Maretic, Mireille El Gheche, Pascal Frossard
Graph heat mixture model learning. CoRR (2019)
Hermina Petric Maretic, Mireille El Gheche, Giovanni Chierchia, Pascal Frossard
GOT: An Optimal Transport framework for Graph comparison. CoRR (2019)
Hermina Petric Maretic, Mireille El Gheche, Giovanni Chierchia, Pascal Frossard
GOT: An Optimal Transport framework for Graph comparison. NeurIPS (2019)
Guillermo Ortiz-Jiménez, Mireille El Gheche, Effrosyni Simou, Hermina Petric Maretic, Pascal Frossard
CDOT: Continuous Domain Adaptation using Optimal Transport. CoRR (2019)
Hermina Petric Maretic, Mireille El Gheche, Pascal Frossard
Graph Heat Mixture Model Learning. ACSSC (2018)
Mireille El Gheche, Giovanni Chierchia, Jean-Christophe Pesquet
Proximity Operators of Discrete Information Divergences. IEEE Trans. Inf. Theory 64 (2) (2018)
Mireille El Gheche, Giovanni Chierchia, Pascal Frossard
Stochastic Gradient Descent for Spectral Embedding with Implicit Orthogonality Constraint. CoRR (2018)
Mireille El Gheche, Pascal Frossard
Multilayer Graph Signal Clustering. CoRR (2018)
Mattia Rossi, Mireille El Gheche, Pascal Frossard
A Nonsmooth Graph-Based Approach to Light Field Super-Resolution. ICIP (2018)
Mireille El Gheche, Jean-François Aujol, Yannick Berthoumieu, Charles-Alban Deledalle
Texture Reconstruction Guided by a High-Resolution Patch. IEEE Trans. Image Process. 26 (2) (2017)
Giovanni Chierchia, Mireille El Gheche, Giuseppe Scarpa, Luisa Verdoliva
Multitemporal SAR Image Despeckling Based on Block-Matching and Collaborative Filtering. IEEE Trans. Geosci. Remote. Sens. 55 (10) (2017)
Moncef Hidane, Mireille El Gheche, Jean-François Aujol, Yannick Berthoumieu, Charles-Alban Deledalle
Image Zoom Completion. IEEE Trans. Image Process. 25 (8) (2016)
Mireille El Gheche, Jean-François Aujol, Yannick Berthoumieu, Charles-Alban Deledalle, Ronan Fablet
Texture synthesis guided by a low-resolution image. IVMSP (2016)
Mireille El Gheche, Giovanni Chierchia, Jean-Christophe Pesquet
Proximity Operators of Discrete Information Divergences. CoRR (2016)
Mireille El Gheche, Jean-Christophe Pesquet, Joumana Farah
A proximal approach for optimization problems involving kullback divergences. ICASSP (2013)
Caroline Chaux, Mireille El Gheche, Joumana Farah, Jean-Christophe Pesquet, Béatrice Pesquet-Popescu
A Parallel Proximal Splitting Method for Disparity Estimation from Multicomponent Images Under Illumination Variation. J. Math. Imaging Vis. 47 (3) (2013)
Mireille El Gheche, Anna Jezierska, Jean-Christophe Pesquet, Joumana Farah
A proximal approach for signal recovery based on information measures. EUSIPCO (2013)
Mireille El Gheche, Jean-Christophe Pesquet, Joumana Farah, Caroline Chaux, Béatrice Pesquet-Popescu
Disparity map estimation under convex constraints using proximal algorithms. SiPS (2011)
Mireille El Gheche, Jean-Christophe Pesquet, Joumana Farah, Mounir Kaaniche, Béatrice Pesquet-Popescu
Proximal splitting methods for depth estimation. ICASSP (2011)