Xavier Bresson

发表

Dense deformation field estimation for atlas registration using the active contour framework

Valerie Duay, Xavier Bresson, Meritxell Bach Cuadra, 2006, 2006 14th European Signal Processing Conference.

Evaluation and Comparison of Current Fetal Ultrasound Image Segmentation Methods for Biometric Measurements: A Grand Challenge

Xavier Bresson, Meritxell Bach Cuadra, Changming Sun, 2014, IEEE Transactions on Medical Imaging.

Geodesic Active Fields—A Geometric Framework for Image Registration

Xavier Bresson, Jean-Philippe Thiran, Dominique Zosso, 2010, IEEE Transactions on Image Processing.

Multiscale Active Contours

Xavier Bresson, Jean-Philippe Thiran, Pierre Vandergheynst, 2005, Scale-Space.

Ultrasound Image Segmentation of the Fetal Abdomen: a Semi-Supervised Patch-Based Approach

Xavier Bresson, Meritxell Bach Cuadra, Sergiu Nedevschi, 2012, MICCAI 2012.

Nonlocal Mumford-Shah Regularizers for Color Image Restoration

Xavier Bresson, Tony F. Chan, Luminita A. Vese, 2011, IEEE Transactions on Image Processing.

Consistency of Cheeger and Ratio Graph Cuts pdf

Xavier Bresson, Dejan Slepcev, Thomas Laurent, 2014, J. Mach. Learn. Res..

Surface Reconstruction Using Power Watershed

Xavier Bresson, Camille Couprie, Hugues Talbot, 2011, ISMM.

The Product Cut

Xavier Bresson, Arthur Szlam, Thomas Laurent, 2016, NIPS.

A Variational Model for Object Segmentation Using Boundary Information and Shape Prior Driven by the Mumford-Shah Functional

Xavier Bresson, Jean-Philippe Thiran, Pierre Vandergheynst, 2006, International Journal of Computer Vision.

White Matter Mapping in DT-MRI Using Geometric Flows

Xavier Bresson, Jean-Philippe Thiran, Reto Meuli, 2003, EUROCAST.

Adaptive Regularization With the Structure Tensor

Xavier Bresson, Stefano Soatto, Virginia Estellers, 2015, IEEE Transactions on Image Processing.

Harmonic active contours for multichannel image segmentation

Xavier Bresson, Jean-Philippe Thiran, Dominique Zosso, 2011, 2011 18th IEEE International Conference on Image Processing.

Active Contours Based on Chambolle's Mean Curvature Motion

Xavier Bresson, Tony F. Chan, T. Chan, 2007, 2007 IEEE International Conference on Image Processing.

Fast Global Minimization of the Active Contour/Snake Model

Xavier Bresson, Jean-Philippe Thiran, Pierre Vandergheynst, 2007, Journal of Mathematical Imaging and Vision.

Semi-supervised Segmentation Based on Non-local Continuous Min-Cut

Xavier Bresson, Jean-Philippe Thiran, Tony F. Chan, 2009, SSVM.

Enhanced lasso recovery on graph

Xavier Bresson, Thomas Laurent, James H. von Brecht, 2015, 2015 23rd European Signal Processing Conference (EUSIPCO).

Segmenting omnidirectional images

Xavier Bresson, Jean-Philippe Thiran, Pierre Vandergheynst, 2007 .

Scale Space Analysis and Active Contours for Omnidirectional Images

Xavier Bresson, Jean-Philippe Thiran, Pierre Vandergheynst, 2007, IEEE Transactions on Image Processing.

Semi-Supervised Segmentation of Ultrasound Images Based on Patch Representation and Continuous Min Cut

Xavier Bresson, Meritxell Bach Cuadra, Jean-Philippe Thiran, 2014, PloS one.

Harmonic Active Contours

Xavier Bresson, Jean-Philippe Thiran, Dominique Zosso, 2014, IEEE Transactions on Image Processing.

Song recommendation with non-negative matrix factorization and graph total variation

Xavier Bresson, Pierre Vandergheynst, Vassilis Kalofolias, 2016, 2016 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Completely Convex Formulation of the Chan-Vese Image Segmentation Model

Xavier Bresson, Tony F. Chan, Ethan S. Brown, 2012, International Journal of Computer Vision.

Coupled, region based level sets for segmentation of the thalamus and its subnuclei in DT-MRI.

Xavier Bresson, Claudio Pollo, Reto Meuli, 2005 .

Representing Diffusion MRI in 5D for Segmentation of White Matter Tracts with a Level Set Method

Xavier Bresson, Jean-Philippe Thiran, Patric Hagmann, 2005, IPMI.

GPU-accelerated Convex Multi-phase Image Segmentation

Xavier Bresson, Jean-Philippe Thiran, Subrahmanyam Gorthi, 2011 .

An Experimental Comparison of Text Classification Techniques

Xavier Bresson, Suyash Lakhotia, 2018, 2018 International Conference on Cyberworlds (CW).

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

Xavier Bresson, Tom Goldstein, Stanley Osher, 2010, J. Sci. Comput..

Image Segmentation Model using Active Contour and Image Decomposition

Xavier Bresson, Jean-Philippe Thiran, J. Thiran, 2006, 2006 International Conference on Image Processing.

GraphTSNE: A Visualization Technique for Graph-Structured Data pdf

Xavier Bresson, Thomas Laurent, Yao Yang Leow, 2019, ArXiv.

Multi-class Transductive Learning Based on ℓ1 Relaxations of Cheeger Cut and Mumford-Shah-Potts Model

Xavier Bresson, Xue-Cheng Tai, Tony F. Chan, 2013, Journal of Mathematical Imaging and Vision.

White matter fiber tract segmentation in DT-MRI using geometric flows

Xavier Bresson, Jean-Philippe Thiran, Reto Meuli, 2005, Medical Image Anal..

Convergence and Energy Landscape for Cheeger Cut Clustering

Xavier Bresson, David Uminsky, Thomas Laurent, 2012, NIPS.

Efficient Algorithm for Level Set Method Preserving Distance Function

Xavier Bresson, Jean-Philippe Thiran, Stanley Osher, 2012, IEEE Transactions on Image Processing.

An efficient segmentation method for ultrasound images based on a semi-supervised approach and patch-based features

Xavier Bresson, Meritxell Bach Cuadra, Jean-Philippe Thiran, 2011, 2011 IEEE International Symposium on Biomedical Imaging: From Nano to Macro.

Geodesic Active Fields - A Geometric Framework for Image Registration

Xavier Bresson, Jean-Philippe Thiran, Dominique Zosso, 2010 .

Geometric Matrix Completion with Recurrent Multi-Graph Neural Networks

Xavier Bresson, Michael M. Bronstein, Federico Monti, 2017, NIPS.

Local Histogram Based Segmentation Using the Wasserstein Distance

Xavier Bresson, Tony F. Chan, Selim Esedoglu, 2009, International Journal of Computer Vision.

A Two-Step Graph Convolutional Decoder for Molecule Generation pdf

Xavier Bresson, Thomas Laurent, T. Laurent, 2019, ArXiv.

An efficient total variation algorithm for super-resolution in fetal brain MRI with adaptive regularization

Xavier Bresson, Meritxell Bach Cuadra, Jean-Philippe Thiran, 2015, NeuroImage.

Structured Sequence Modeling with Graph Convolutional Recurrent Networks pdf

Xavier Bresson, Pierre Vandergheynst, Michaël Defferrard, 2016, ICONIP.

CAYLEYNETS: SPECTRAL GRAPH CNNS WITH COMPLEX RATIONAL FILTERS

Xavier Bresson, Michael M. Bronstein, Ron Levie, 2018 .

Transient networks of spatio-temporal connectivity map communication pathways in brain functional systems

Xavier Bresson, Jean-Philippe Thiran, Pierre Vandergheynst, 2017, NeuroImage.

CayleyNets: Graph Convolutional Neural Networks With Complex Rational Spectral Filters

Xavier Bresson, Michael M. Bronstein, Ron Levie, 2017, IEEE Transactions on Signal Processing.

Multiclass Total Variation Clustering

Xavier Bresson, David Uminsky, Thomas Laurent, 2013, NIPS.

FMA: A Dataset for Music Analysis pdf

Xavier Bresson, Pierre Vandergheynst, Michael Defferrard, 2016, ISMIR.

Functional correspondence by matrix completion

Xavier Bresson, Pierre Vandergheynst, Michael M. Bronstein, 2014, 2015 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).

Enhanced Compressed Sensing Recovery With Level Set Normals

Xavier Bresson, Jean-Philippe Thiran, Virginia Estellers, 2012, IEEE Transactions on Image Processing.

Convolutional Neural Networks on Graphs with Fast Localized Spectral Filtering

Xavier Bresson, Pierre Vandergheynst, Michaël Defferrard, 2016, NIPS.

Active deformation fields: Dense deformation field estimation for atlas-based segmentation using the active contour framework

Valerie Duay, Xavier Bresson, F. Javier Sánchez Castro, 2011, Medical Image Anal..

Efficient Total Variation Algorithm for Fetal Brain MRI Reconstruction

Xavier Bresson, Meritxell Bach Cuadra, Jean-Philippe Thiran, 2014, MICCAI.

Deep Geometric Matrix Completion: A New Way for Recommender Systems

Xavier Bresson, Michael M. Bronstein, Federico Monti, 2018, 2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

An Efficient Graph Convolutional Network Technique for the Travelling Salesman Problem pdf

Xavier Bresson, Thomas Laurent, Chaitanya K. Joshi, 2019, ArXiv.

Semi-automatic contour analysis of the optic nerve head

Xavier Bresson, Jean-Philippe Thiran, J. Broquet, 2004 .

A priori information in image segmentation: energy functional based on shape statistical model and image information

Xavier Bresson, Jean-Philippe Thiran, Pierre Vandergheynst, 2003, Proceedings 2003 International Conference on Image Processing (Cat. No.03CH37429).

Residual Gated Graph ConvNets pdf

Xavier Bresson, Thomas Laurent, T. Laurent, 2017, ArXiv.

Structured Auto-Encoder

Xavier Bresson, Michaël Defferrard, Johan Paratte, 2015 .

Geometric moments in scale-spaces

Xavier Bresson, Jean-Philippe Thiran, Pierre Vandergheynst, 2002, Object recognition supported by user interaction for service robots.

Source localization on graphs via ℓ1 recovery and spectral graph theory

Xavier Bresson, Pierre Vandergheynst, Rodrigo Pena, 2016, 2016 IEEE 12th Image, Video, and Multidimensional Signal Processing Workshop (IVMSP).

TV-SVM: Total Variation Support Vector Machine for Semi-Supervised Data Classification pdf

Xavier Bresson, Ruiliang Zhang, Ruiliang Zhang, 2012, ArXiv.

An Experimental Study of Neural Networks for Variable Graphs

Xavier Bresson, Thomas Laurent, T. Laurent, 2018, ICLR.

Multiscale Active Contours

Xavier Bresson, Jean-Philippe Thiran, Pierre Vandergheynst, 2005, International Journal of Computer Vision.

Bregmanized Nonlocal Regularization for Deconvolution and Sparse Reconstruction

Xavier Bresson, Stanley Osher, Martin Burger, 2010, SIAM J. Imaging Sci..

Registration of multiple regions derived from the optical flow model and the active contour framework

Valerie Duay, Xavier Bresson, Meritxell Bach Cuadra, 2007, 2007 15th European Signal Processing Conference.

Matrix Completion on Graphs pdf

Xavier Bresson, Pierre Vandergheynst, Michael M. Bronstein, 2014, NIPS 2014.

An Incremental Reseeding Strategy for Clustering pdf

Xavier Bresson, Arthur Szlam, Thomas Laurent, 2014, ArXiv.

Fast texture segmentation model based on the shape operator and active contour

Xavier Bresson, Jean-Philippe Thiran, Nawal Houhou, 2008, 2008 IEEE Conference on Computer Vision and Pattern Recognition.

A level set method for segmentation of the thalamus and its nuclei in DT-MRI

Xavier Bresson, Claudio Pollo, Jean-Philippe Thiran, 2007, Signal Process..

Representing Diffusion MRI in 5-D Simplifies Regularization and Segmentation of White Matter Tracts

Xavier Bresson, Jean-Philippe Thiran, Patric Hagmann, 2007, IEEE Transactions on Medical Imaging.

Robust Principal Component Analysis on Graphs

Xavier Bresson, Pierre Vandergheynst, Michael M. Bronstein, 2015, 2015 IEEE International Conference on Computer Vision (ICCV).

Color Image Restoration Using Nonlocal Mumford-Shah Regularizers

Xavier Bresson, Tony F. Chan, Luminita A. Vese, 2009, EMMCVPR.

Segmentation for Hyperspectral Images with Priors

Xavier Bresson, Jian Ye, Stanley Osher, 2010, ISVC.

Total Variation, Cheeger Cuts

Xavier Bresson, Arthur Szlam, X. Bresson, 2010, ICML.

Fast Geodesic Active Fields for Image Registration Based on Splitting and Augmented Lagrangian Approaches

Xavier Bresson, Jean-Philippe Thiran, Dominique Zosso, 2014, IEEE Transactions on Image Processing.

Appreciation to IJCV Reviewers

Reinhard Koch, Iasonas Kokkinos, Jan-Michael Frahm, 2012, International Journal of Computer Vision.

Graph Neural Networks with Learnable Structural and Positional Representations pdf

Xavier Bresson, Yoshua Bengio, Vijay Prakash Dwivedi, 2021, ArXiv.

The Transformer Network for the Traveling Salesman Problem pdf

Xavier Bresson, Thomas Laurent, 2021, ArXiv.

Semantic Role Aware Correlation Transformer For Text To Video Retrieval

Xavier Bresson, Joo-Hwee Lim, Zhu Hongyuan, 2021, 2021 IEEE International Conference on Image Processing (ICIP).

Learning TSP Requires Rethinking Generalization

Xavier Bresson, Louis-Martin Rousseau, Thomas Laurent, 2021, CP.

Fast Texture Segmentation Based on Semi-Local Region Descriptor and Active Contour

Xavier Bresson, Jean-Philippe Thiran, Nawal Houhou, 2009 .

Benchmarking Graph Neural Networks pdf

Xavier Bresson, Yoshua Bengio, Vijay Prakash Dwivedi, 2020, ArXiv.

A Short Note for Nonlocal TV Minimization

Xavier Bresson, X. Bresson, 2009 .

Convergence of a Steepest Descent Algorithm for Ratio Cut Clustering

Xavier Bresson, David Uminsky, Thomas Laurent, 2012, 1204.6545.

Multiscale Image Segmentation Using Active Contours

Xavier Bresson, Jean-Philippe Thiran, L. Gui, 2005 .

A Generalization of Transformer Networks to Graphs pdf

Xavier Bresson, Vijay Prakash Dwivedi, X. Bresson, 2020, ArXiv.

An Adaptive Total Variation Algorithm for Computing the Balanced Cut of a Graph

Xavier Bresson, David Uminsky, Thomas Laurent, 2013, 1302.2717.