Concepedia

Xavier Bresson

XB

66

Publications

8.7K

Citations

39

H-Index

2004

Active since

Affiliations

École Polytechnique Fédérale de Lausanne(Current)

University of California, Los Angeles

Nanyang Technological University

University of Lausanne

University Hospital of Lausanne

Xavier Bresson is an author at École Polytechnique Fédérale de Lausanne specializing in engineering, machine vision, and image analysis.

Top concepts

EngineeringMedical Image ComputingImage AnalysisComputer ScienceData ScienceMachine VisionComputer VisionMachine LearningImage SegmentationGraph Theory

Publications per year

2004–2024

66

Publications

66

Convolutional Neural Networks on Graphs with Fast Localized Spectral Filtering

Michaël Defferrard, Xavier Bresson, Pierre Vandergheynst · arXiv (Cornell University) · 2016 · 1.7K citations · Full text

Geometric Learning, Graph Sparsity, Graph Neural Network +14

Fast Global Minimization of the Active Contour/Snake Model

Xavier Bresson, Selim Esedoḡlu, Pierre Vandergheynst et al. · Journal of Mathematical Imaging and Vision · 2007 · 858 citations · Full text

Geometric Modeling, Fast Global Minimization, Image Analysis +9

Bregmanized Nonlocal Regularization for Deconvolution and Sparse Reconstruction

Xiaoqun Zhang, Martin Burger, Xavier Bresson et al. · SIAM Journal on Imaging Sciences · 2010 · 696 citations

Numerical Analysis, Image Reconstruction, Engineering +18

Geometric Applications of the Split Bregman Method: Segmentation and Surface Reconstruction

Tom Goldstein, Xavier Bresson, Stanley Osher · Journal of Scientific Computing · 2009 · 453 citations · Full text

Numerical Analysis, Split Bregman Method, Engineering +26

Fast dual minimization of the vectorial total variation norm and applications to color image processing

Xavier Bresson, Tony F. Chan · Inverse Problems and Imaging · 2008 · 396 citations

Engineering, Variational Analysis, Fast Dual Minimization +17

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