Concepedia

David K. Hammond

DK

14

Publications

2.9K

Citations

12

H-Index

2005

Active since

Affiliations

École Polytechnique Fédérale de Lausanne(Current)

University of Oregon

Université de Caen Normandie

Centre National de la Recherche Scientifique

UCLouvain

David K. Hammond is an author at École Polytechnique Fédérale de Lausanne specializing in engineering, signal processing, and inverse problems.

Top concepts

EngineeringSignal ProcessingInverse ProblemsData ScienceImage AnalysisPattern RecognitionStatisticsGraph TheoryMachine VisionComputer Vision

Publications per year

2005–2016

14

Publications

14

Wavelets on graphs via spectral graph theory

David K. Hammond, Pierre Vandergheynst, Rémi Gribonval · Applied and Computational Harmonic Analysis · 2010 · 2.1K citations · Full text

Spectral Theory, Engineering, Graph Theory +6

GSPBOX: A toolbox for signal processing on graphs

Nathanaël Perraudin, Johan Paratte, David I Shuman et al. · arXiv (Cornell University) · 2014 · 277 citations · Full text

Mobile Signal Processing, Engineering, Graph Theory +11

Dequantizing Compressed Sensing: When Oversampling and Non-Gaussian Constraints Combine

Laurent Jacques, David K. Hammond, Jalal Fadili · IEEE Transactions on Information Theory · 2010 · 223 citations · Full text

Sparse Representation, Engineering, Non-gaussian Constraints +11

Graph diffusion distance: A difference measure for weighted graphs based on the graph Laplacian exponential kernel

David K. Hammond, Yaniv Gur, Chris R. Johnson · 2013 · 62 citations

Engineering, Network Analysis, Graph Signal Processing +21

Image Modeling and Denoising With Orientation-Adapted Gaussian Scale Mixtures

David K. Hammond, Eero P. Simoncelli · IEEE Transactions on Image Processing · 2008 · 51 citations · Full text

Engineering, Image Analysis, Image Modeling +17

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