Pierre Vandergheynst
Pierre Vandergheynst
Professor of Electrical Engineering, Ecole Polytechnique Fédérale de Lausanne (EPFL)
Bestätigte E-Mail-Adresse bei epfl.ch - Startseite
TitelZitiert vonJahr
Freak: Fast retina keypoint
A Alahi, R Ortiz, P Vandergheynst
2012 IEEE Conference on Computer Vision and Pattern Recognition, 510-517, 2012
The emerging field of signal processing on graphs: Extending high-dimensional data analysis to networks and other irregular domains
DI Shuman, SK Narang, P Frossard, A Ortega, P Vandergheynst
arXiv preprint arXiv:1211.0053, 2012
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
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
Wavelets on graphs via spectral graph theory
DK Hammond, P Vandergheynst, R Gribonval
Applied and Computational Harmonic Analysis 30 (2), 129-150, 2011
Compressed sensing and redundant dictionaries
H Rauhut, K Schnass, P Vandergheynst
arXiv preprint math/0701131, 2007
Compressed sensing for real-time energy-efficient ECG compression on wireless body sensor nodes
H Mamaghanian, N Khaled, D Atienza, P Vandergheynst
IEEE Transactions on Biomedical Engineering 58 (9), 2456-2466, 2011
Geometric deep learning: going beyond euclidean data
MM Bronstein, J Bruna, Y LeCun, A Szlam, P Vandergheynst
IEEE Signal Processing Magazine 34 (4), 18-42, 2017
Two-dimensional wavelets and their relatives
JP Antoine, R Murenzi, P Vandergheynst, ST Ali
Cambridge University Press, 2008
DTI mapping of human brain connectivity: statistical fibre tracking and virtual dissection
P Hagmann, JP Thiran, L Jonasson, P Vandergheynst, S Clarke, ...
Neuroimage 19 (3), 545-554, 2003
Geodesic convolutional neural networks on riemannian manifolds
J Masci, D Boscaini, M Bronstein, P Vandergheynst
Proceedings of the IEEE international conference on computer vision …, 2015
Wavelets on the 2-sphere: A group-theoretical approach
JP Antoine, P Vandergheynst
Applied and Computational Harmonic Analysis 7 (3), 262-291, 1999
On the exponential convergence of matching pursuits in quasi-incoherent dictionaries
R Gribonval, P Vandergheynst
IEEE Transactions on Information Theory 52 (1), 255-261, 2005
Compressed sensing imaging techniques for radio interferometry
Y Wiaux, L Jacques, G Puy, AMM Scaife, P Vandergheynst
Monthly Notices of the Royal Astronomical Society 395 (3), 1733-1742, 2009
Atoms of all channels, unite! Average case analysis of multi-channel sparse recovery using greedy algorithms
R Gribonval, H Rauhut, K Schnass, P Vandergheynst
Journal of Fourier analysis and Applications 14 (5-6), 655-687, 2008
Vertex-frequency analysis on graphs
DI Shuman, B Ricaud, P Vandergheynst
Applied and Computational Harmonic Analysis 40 (2), 260-291, 2016
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
Wavelets on the -sphere and related manifolds
JP Antoine, P Vandergheynst
Journal of mathematical physics 39 (8), 3987-4008, 1998
Fourier and wavelet transform analysis, a tool for visualising regular patterns in DNA
G Dodin, P Vandergheynst, P Levoir, C Cordier, L Marcourt
Journal of Theoretical Biology 206 (ARTICLE), 323-326, 2000
Wavelets on the sphere: implementation and approximations
JP Antoine, L Demanet, L Jacques, P Vandergheynst
Applied and Computational Harmonic Analysis 13 (3), 177-200, 2002
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