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Pierre Vandergheynst | Researchclopedia

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Pierre Vandergheynst

Haute École Pédagogique du Canton de Vaud ORCID

491

Works

30,047

Citations

63

h-index

196

i10-index

Research Topics

Sparse and Compressive Sensing Techniques Image and Signal Denoising Methods Blind Source Separation Techniques

Affiliations

University of Vienna2008–2008

Institut national de recherche en informatique et en automatique2015–2016

École Polytechnique2007–2016

Aix-Marseille Université2012–2012

UCL Australia2002–2002

Top Works

The emerging field of signal processing on graphs: Extending high-dimensional data analysis to networks and other irregular domains

David I Shuman,Sunil K. Narang,et al.

20134,340 citations

Advanced Graph Neural Networks

Advanced Vision and Imaging

Geometric Deep Learning: Going beyond Euclidean data

Michael M. Bronstein,Joan Bruna,et al.

20173,513 citations

Wavelets on graphs via spectral graph theory

David K. Hammond,Pierre Vandergheynst,et al.

20102,165 citations

FREAK: Fast Retina Keypoint

Alexandre Alahi,R. Ortiz,et al.

20121,744 citations

Convolutional Neural Networks on Graphs with Fast Localized Spectral Filtering

Michaël Defferrard,Xavier Bresson,et al.

20161,701 citations

Graph Signal Processing: Overview, Challenges, and Applications

Antonio Ortega,Pascal Frossard,et al.

20181,687 citations

Fast Global Minimization of the Active Contour/Snake Model

Xavier Bresson,Selim Esedoḡlu,et al.

2007859 citations

Structured Sequence Modeling with Graph Convolutional Recurrent Networks

Youngjoo Seo,Michaël Defferrard,et al.

2018794 citations

Compressed Sensing for Real-Time Energy-Efficient ECG Compression on Wireless Body Sensor Nodes

Hossein Mamaghanian,N. Khaled,et al.

2011701 citations