Caroline Chaux - Concepedia

Author

Caroline Chaux

Laboratoire d'Informatique Gaspard-Monge

Also Known As

C Chaux, C. Chaux, Caroline Chaux, Caroline, Chaux, Chaux, Caroline, Duval, Laurent

Publications

723

Citations

H-Index

Concepts

All Affiliations

Laboratoire d'Informatique Gaspard-Monge Centre National de la Recherche Scientifique Institut Polytechnique de Bordeaux Aix-Marseille Université Institut de Mathématiques de Marseille

About

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

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	6	6	532
2	Medicine	2	2	45
3	Public Health	2	2	40
4	Health Sciences	1	1	17
5	Biostatistics	1	1	27

Caroline Chaux

Publications

601

Citations

H-Index

Page 1

	Year	Citations
A variational formulation for frame-based inverse problems Caroline Chaux, Patrick L. Combettes, Jean‐Christophe Pesquet, Inverse Problems Mathematical ProgrammingNumerical AnalysisSparse RepresentationImage AnalysisEngineering	2007	235
Parallel Proximal Algorithm for Image Restoration Using Hybrid Regularization Nelly Pustelnik, Caroline Chaux, Jean‐Christophe Pesquet IEEE Transactions on Image Processing Image AnalysisRegularization ApproachesHybrid Regularization TechniquesEngineeringRegularization (Mathematics)	2011	141
Nested Iterative Algorithms for Convex Constrained Image Recovery Problems Caroline Chaux, Jean‐Christophe Pesquet, Nelly Pustelnik SIAM Journal on Imaging Sciences Mathematical ProgrammingEngineeringQuadratic Extension TechniqueIterative AlgorithmsImage Analysis	2009	88
A Primal-Dual Proximal Algorithm for Sparse Template-Based Adaptive Filtering: Application to Seismic Multiple Removal Mai Quyen Pham, Laurent Duval, Caroline Chaux, IEEE Transactions on Signal Processing	2014	34
Poisson-Gaussian noise parameter estimation in fluorescence microscopy imaging Anna Jezierska, Hugues Talbot, Caroline Chaux, Fluorescence MicroscopyEngineeringPoisson NoiseMicroscope Image ProcessingMicroscopy	2012	28
An adapted linear discriminant analysis with variable selection for the classification in high-dimension, and an application to medical data Khuyen T. Le, Caroline Chaux, Frédéric Richard, Computational Statistics & Data Analysis Data ClassificationClassification MethodEngineeringHigh-dimensional MethodData Science	2020	27
A variational formulation for frame-based inverse problems Caroline Chaux, Patrick L. Combettes, Jean‐Christophe Pesquet,	2007	18
Parallel algorithm and hybrid regularization for dynamic PET reconstruction Nelly Pustelnik, Caroline Chaux, Jean‐Christophe Pesquet, Image ReconstructionAdvanced ImagingTotal VariationPositron Emission TomographyImage Analysis	2010	17
Sparse signal recovery using a Bernoulli generalized Gaussian prior Lotfi Chaâri, Jean-Yves Toumeret, Caroline Chaux Sparse RepresentationEngineeringMachine LearningData ScienceSparse Signal Recovery	2015	13

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