Concepedia

Caroline Chaux

CC

9

Publications

601

Citations

9

H-Index

2007

Active since

Affiliations

Laboratoire d'Informatique Gaspard-Monge(Current)

Centre National de la Recherche Scientifique

Institut Polytechnique de Bordeaux

Aix-Marseille Université

Institut de Mathématiques de Marseille

Caroline Chaux is an author at Laboratoire d'Informatique Gaspard-Monge specializing in engineering, medical image computing, and inverse problems.

Top concepts

EngineeringInverse ProblemsMedical Image ComputingImage AnalysisSignal ProcessingApproximation TheoryMedicineRadiologyStatisticsData Science

Publications per year

2007–2020

9

Publications

9

A variational formulation for frame-based inverse problems

Caroline Chaux, Patrick L. Combettes, Jean‐Christophe Pesquet et al. · Inverse Problems · 2007 · 235 citations

Mathematical Programming, Numerical Analysis, Sparse Representation +15

Parallel Proximal Algorithm for Image Restoration Using Hybrid Regularization

Nelly Pustelnik, Caroline Chaux, Jean‐Christophe Pesquet · IEEE Transactions on Image Processing · 2011 · 141 citations · Full text

Image Analysis, Regularization Approaches, Hybrid Regularization Techniques +12

Nested Iterative Algorithms for Convex Constrained Image Recovery Problems

Caroline Chaux, Jean‐Christophe Pesquet, Nelly Pustelnik · SIAM Journal on Imaging Sciences · 2009 · 88 citations

Mathematical Programming, Engineering, Quadratic Extension Technique +16

A Primal-Dual Proximal Algorithm for Sparse Template-Based Adaptive Filtering: Application to Seismic Multiple Removal

Mai Quyen Pham, Laurent Duval, Caroline Chaux et al. · IEEE Transactions on Signal Processing · 2014 · 34 citations · Full text

Poisson-Gaussian noise parameter estimation in fluorescence microscopy imaging

Anna Jezierska, Hugues Talbot, Caroline Chaux et al. · 2012 · 28 citations

Fluorescence Microscopy, Engineering, Poisson Noise +13

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