David K. Hammond

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