Libraries

LRS Library (A. Sobral, L3i, Univ. La Rochelle, France)

The LRSLibrary provides a collection of low-rank and sparse decomposition algorithms in MATLAB. The library was designed for motion segmentation in videos, but it can be also used or adapted for other computer vision. Currently the LRSLibrary contains a total of 72 matrix-based and tensor-based algorithms. The LRSLibrary was tested successfully in MATLAB R2013b both x86 and x64 versions.

LibADMM (C. Lu, University of Singapore, Singapore)

The LibADMM (Library of Alternating Direction Method of Multipliers) for compressive sensing implements efficient ADMMs for many problems in compressed sensing.