Majoration-Minimization algorithms for Image Processing

Informazioni relative al progetto

MAJORIS

ID dell’accordo di sovvenzione: 850925

DOI 10.3030/850925

Data della firma CE 13 Dicembre 2019

Data di avvio 1 Gennaio 2020

Data di completamento 30 Giugno 2025

Finanziato da

• EXCELLENT SCIENCE - European Research Council (ERC)

Costo totale € 1 500 000,00

Contributo UE € 1 500 000,00

Coordinato da

INSTITUT NATIONAL DE RECHERCHE EN INFORMATIQUE ET AUTOMATIQUE
France

Pubblicazioni

Peer reviewed articles (5)

A Local MM Subspace Method for Solving Constrained Variational Problems in Image Recovery

Autori: Emilie Chouzenoux, Ségolène Martin, Jean-Christophe Pesquet
Pubblicato in: Journal of Mathematical Imaging and Vision, 2022, ISSN 0924-9907
Editore: Kluwer Academic Publishers

Unmatched Preconditioning of the Proximal Gradient Algorithm

Autori: Marion Savanier; Emilie Chouzenoux; Jean-Christophe Pesquet; Cyril Riddell
Pubblicato in: IEEE Signal Processing Letters, Numero 4, 2022, Pagina/e 1122 - 1126, ISSN 1070-9908
Editore: Institute of Electrical and Electronics Engineers
DOI: 10.1109/lsp.2022.3169088

Optimized Population Monte Carlo

Autori: Victor Elvira, Emilie Chouzenoux
Pubblicato in: IEEE Transactions on Signal Processing, Numero volume 70, 2022, Pagina/e 2489-2501, ISSN 1053-587X
Editore: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tsp.2022.3172619

FAMOUS: a fast instrumental and computational pipeline for multiphoton microscopy applied to 3D imaging of muscle ultrastructure

Autori: Claire Lefort, Mathieu Chalvidal, Alexis Parenté, Véronique Blanquet, Henri Massias, Leatitia Magnol, Emilie Chouzenoux
Pubblicato in: Journal of Physics D: Applied Physics, Numero volume 54, number 27, 2021, Pagina/e 274005, ISSN 1742-6588
Editore: Institute of Physics
DOI: 10.1088/1361-6463/abf8f2

Convergence of proximal gradient algorithm in the presence of adjoint mismatch *

Autori: Emilie Chouzenoux, Jean-Christophe Pesquet, Cyril Riddell, Marion Savanier, Yves Trousset
Pubblicato in: Inverse Problems, Numero 37/6, 2021, Pagina/e 065009, ISSN 0266-5611
Editore: Institute of Physics Publishing
DOI: 10.1088/1361-6420/abd85c

Conference proceedings (9)

Simulated annealing: a review and a new scheme

Autori: Thomas Guilmeau, Emilie Chouzenoux, Victor Elvira
Pubblicato in: 2021 IEEE Statistical Signal Processing Workshop, 2021
Editore: IEEE

A Penalized Subspace Strategy for Solving Large-Scale Constrained Optimization Problems

Autori: Ségolène Martin, Emilie Chouzenoux, Jean-Christophe Pesquet
Pubblicato in: 2021 European Signal Processing Conference, 2021, ISSN 2076-1465
Editore: IEEE
DOI: 10.23919/eusipco54536.2021.9615919

GPU-based Implementations of MM Algorithms. Application to Spectroscopy Signal Restoration

Autori: Mouna Gharbi, Emilie Chouzenoux, Jean-Christophe Pesquet, Laurent Duval
Pubblicato in: 2021 European Signal Processing Conference, 2021
Editore: IEEE

Proximal-based adaptive simulated annealing for global optimization

Autori: Thomas Guilmeau, Emilie Chouzenoux, Victor Elvira
Pubblicato in: 2022 IEEE International Conference on Acoustics, Speech and Signal Processing, 2022
Editore: IEEE

A Bregman Majorization-Minimization Framework for PET Image Reconstruction

Autori: Claire Rossignol, Florent Sureau, Émilie Chouzenoux, Claude Comtat, Jean-Christophe Pesquet
Pubblicato in: 2022 IEEE International Conference on Image Processing, 2022
Editore: IEEE

Graphem: EM Algorithm for Blind Kalman Filtering Under Graphical Sparsity Constraints

Autori: Victor Elvira, Emilie Chouzenoux
Pubblicato in: 2020 International Conference on Acoustics, Speech and Signal Processing, 2020, ISBN 978-1-5090-6631-5
Editore: ieee
DOI: 10.1109/icassp40776.2020.9053646

Stochastic Majorize-Minimize Subspace Algorithm with Application to Binary Classification

Autori: Jean-Baptiste Fest, Emilie Chouzenoux
Pubblicato in: 2021 European Signal Processing Conference, 2021
Editore: IEEE

Proximal Gradient Algorithm in the Presence of Adjoint Mismatch

Autori: Marion Savanier, Emilie Chouzenoux, Jean-Christophe Pesquet, Cyril Riddell, Yves Trousset
Pubblicato in: 2020 European Signal Processing Conference, 2020, ISBN 978-9-0827-9705-3
Editore: IEEE
DOI: 10.23919/eusipco47968.2020.9287430

Block Distributed 3MG Algorithm and its Application to 3D Image Restoration

Autori: Mathieu Chalvidal, Emilie Chouzenoux
Pubblicato in: 2020 IEEE International Conference on Image Processing (ICIP), 2020, Pagina/e 938-942, ISBN 978-1-7281-6395-6
Editore: IEEE
DOI: 10.1109/icip40778.2020.9190921