Robust sparse representation based face recognition in an adaptive weighted spatial pyramid structure

A Fast Iterative Shrinkage-Thresholding Algorithm for Linear Inverse Problems

Amir Beck, Marc Teboulle · SIAM Journal on Imaging Sciences · 2009 · 12K citations

Natural Sciences, Computer Science, Biomedical Imaging +15

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 · Full text

Computing, Computer Science, Computer Vision +16

Beyond Bags of Features: Spatial Pyramid Matching for Recognizing Natural Scene Categories

Svetlana Lazebnik, C. Schmid, Jean Ponce · 2006 · 8K citations · Full text

Computing, Computer Science, Computer Vision +16

Stable signal recovery from incomplete and inaccurate measurements

Emmanuel J. Candès, Justin Romberg, Terence Tao · Communications on Pure and Applied Mathematics · 2006 · 7.2K citations

Computing, Electrical Engineering, Mathematics +16

From few to many: illumination cone models for face recognition under variable lighting and pose

Athinodoros S. Georghiades, Peter N. Belhumeur, David Kriegman · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2001 · 5K citations

Computing, Vision Science, Computer Vision +15