Pose-based human action recognition via sparse representation in dissimilarity space

Robust Face Recognition via Sparse Representation

John Wright, A. Yang, Arvind Ganesh et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2009 · 9.5K citations

Face Detection, Sparse Representation, Machine Vision +14

Atomic Decomposition by Basis Pursuit

Scott Shaobing Chen, David L. Donoho, Michael A. Saunders · SIAM Journal on Scientific Computing · 1998 · 6.9K citations

Spectral Theory, Quantum Science, Special Dictionaries +14

Image Denoising Via Sparse and Redundant Representations Over Learned Dictionaries

Michael Elad, Michal Aharon · IEEE Transactions on Image Processing · 2006 · 5.3K citations

Trained Dictionaries, Engineering, Machine Learning +17

Comparing images using the Hausdorff distance

D.P. Huttenlocher, G.A. Klanderman, W.J. Rucklidge · IEEE Transactions on Pattern Analysis and Machine Intelligence · 1993 · 4.4K citations

Engineering, Similarity Measure, Image Set +18

Real-time human pose recognition in parts from single depth images

Jamie Shotton, Andrew Fitzgibbon, Mat Cook et al. · 2011 · 3.5K citations

Engineering, Machine Learning, Human Pose Estimation +20