Xavier Bresson
Xavier Bresson
Prof of Computer Science, NTU, Singapore
Verified email at ntu.edu.sg - Homepage
Title
Cited by
Cited by
Year
Convolutional neural networks on graphs with fast localized spectral filtering
M Defferrard, X Bresson, P Vandergheynst
Advances in neural information processing systems, 3844-3852, 2016
18802016
Fast global minimization of the active contour/snake model
X Bresson, S Esedoḡlu, P Vandergheynst, JP Thiran, S Osher
Journal of Mathematical Imaging and vision 28 (2), 151-167, 2007
10132007
Bregmanized nonlocal regularization for deconvolution and sparse reconstruction
X Zhang, M Burger, X Bresson, S Osher
SIAM Journal on Imaging Sciences 3 (3), 253-276, 2010
6892010
Geometric applications of the split Bregman method: segmentation and surface reconstruction
T Goldstein, X Bresson, S Osher
Journal of Scientific Computing 45 (1-3), 272-293, 2010
5242010
Fast dual minimization of the vectorial total variation norm and applications to color image processing
X Bresson, TF Chan
Inverse problems and imaging 2 (4), 455-484, 2008
3482008
Local histogram based segmentation using the Wasserstein distance
K Ni, X Bresson, T Chan, S Esedoglu
International journal of computer vision 84 (1), 97-111, 2009
2352009
A variational model for object segmentation using boundary information and shape prior driven by the Mumford-Shah functional
X Bresson, P Vandergheynst, JP Thiran
International Journal of Computer Vision 68 (2), 145-162, 2006
1962006
Completely convex formulation of the Chan-Vese image segmentation model
ES Brown, TF Chan, X Bresson
International journal of computer vision 98 (1), 103-121, 2012
1822012
Geometric matrix completion with recurrent multi-graph neural networks
F Monti, M Bronstein, X Bresson
Advances in Neural Information Processing Systems, 3697-3707, 2017
1472017
Cayleynets: Graph convolutional neural networks with complex rational spectral filters
R Levie, F Monti, X Bresson, MM Bronstein
IEEE Transactions on Signal Processing 67 (1), 97-109, 2018
1302018
Matrix completion on graphs
V Kalofolias, X Bresson, M Bronstein, P Vandergheynst
arXiv preprint arXiv:1408.1717, 2014
1292014
Nonlocal Mumford-Shah regularizers for color image restoration
M Jung, X Bresson, TF Chan, LA Vese
IEEE transactions on image processing 20 (6), 1583-1598, 2010
1072010
White matter fiber tract segmentation in DT-MRI using geometric flows
L Jonasson, X Bresson, P Hagmann, O Cuisenaire, R Meuli, JP Thiran
Medical Image Analysis 9 (3), 223-236, 2005
1062005
Fma: A dataset for music analysis
M Defferrard, K Benzi, P Vandergheynst, X Bresson
arXiv preprint arXiv:1612.01840, 2016
103*2016
Total Variation, Cheeger Cuts.
A Szlam, X Bresson
ICML, 1039-1046, 2010
1012010
Evaluation and comparison of current fetal ultrasound image segmentation methods for biometric measurements: a grand challenge
S Rueda, S Fathima, CL Knight, M Yaqub, AT Papageorghiou, ...
IEEE Transactions on medical imaging 33 (4), 797-813, 2013
962013
Structured sequence modeling with graph convolutional recurrent networks
Y Seo, M Defferrard, P Vandergheynst, X Bresson
International Conference on Neural Information Processing, 362-373, 2018
952018
Fast texture segmentation based on semi-local region descriptor and active contour
N Houhou, JP Thiran, X Bresson
Numerical Mathematics: Theory, Methods and Applications. 2 (ARTICLE), 445-468, 2009
922009
Efficient algorithm for level set method preserving distance function
V Estellers, D Zosso, R Lai, S Osher, JP Thiran, X Bresson
IEEE Transactions on Image Processing 21 (12), 4722-4734, 2012
912012
Fast texture segmentation model based on the shape operator and active contour
N Houhou, JP Thiran, X Bresson
2008 IEEE Conference on Computer Vision and Pattern Recognition, 1-8, 2008
902008
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Articles 1–20