Pierre Vandergheynst

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, Pascal Frossard et al. · IEEE Signal Processing Magazine · 2013 · 4.4K citations · Full text

Computing, Computer Science, Mathematics +15

Geometric Deep Learning: Going beyond Euclidean data

Michael M. Bronstein, Joan Bruna, Yann LeCun et al. · IEEE Signal Processing Magazine · 2017 · 3.6K citations · Full text

Computing, Computer Science, Computer Vision +12

Wavelets on graphs via spectral graph theory

David K. Hammond, Pierre Vandergheynst, Rémi Gribonval · Applied and Computational Harmonic Analysis · 2010 · 2.2K citations · Full text

Computing, Computer Science, Mathematics +16

FREAK: Fast Retina Keypoint

Alexandre Alahi, Pierre Vandergheynst · 2012 · 1.8K citations · Full text

Computing, Computer Science, Computer Vision +14

Graph Signal Processing: Overview, Challenges, and Applications

Antonio Ortega, Pascal Frossard, Jelena Kovačević et al. · Proceedings of the IEEE · 2018 · 1.8K citations · Full text

Computing, Computer Science, Data Science +12