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 problems (for more information, please see this page). Currently the LRSLibrary contains a total of 104 matrix-based and tensor-based algorithms. The LRSLibrary was tested successfully in MATLAB R2013, R2014, R2015, and R2016 both x86 and x64 versions.

lrslibrary-master
lrslibrary-master\.gitignore
__MACOSX
__MACOSX\lrslibrary-master
__MACOSX\lrslibrary-master\._.gitignore
lrslibrary-master\.gitmodules
__MACOSX\lrslibrary-master\._.gitmodules
lrslibrary-master\algorithms
lrslibrary-master\algorithms\lrr
lrslibrary-master\algorithms\lrr\ADM
lrslibrary-master\algorithms\lrr\ADM\adm_lrr.m
__MACOSX\lrslibrary-master\algorithms
__MACOSX\lrslibrary-master\algorithms\lrr
__MACOSX\lrslibrary-master\algorithms\lrr\ADM
__MACOSX\lrslibrary-master\algorithms\lrr\ADM\._adm_lrr.m
lrslibrary-master\algorithms\lrr\ADM\Atxz.m
__MACOSX\lrslibrary-master\algorithms\lrr\ADM\._Atxz.m
lrslibrary-master\algorithms\lrr\ADM\Axz.m
__MACOSX\lrslibrary-master\algorithms\lrr\ADM\._Axz.m
lrslibrary-master\algorithms\lrr\ADM\lrr.m
__MACOSX\lrslibrary-master\algorithms\lrr\ADM\._lrr.m
lrslibrary-master\algorithms\lrr\ADM\lrra.m
__MACOSX\lrslibrary-master\algorithms\lrr\ADM\._lrra.m
lrslibrary-master\algorithms\lrr\ADM\lrraffine.m
__MACOSX\lrslibrary-master\algorithms\lrr\ADM\._lrraffine.m
lrslibrary-master\algorithms\lrr\ADM\run_alg.m
__MACOSX\lrslibrary-master\algorithms\lrr\ADM\._run_alg.m
__MACOSX\lrslibrary-master\algorithms\lrr\._ADM
lrslibrary-master\algorithms\lrr\ALM
lrslibrary-master\algorithms\lrr\ALM\demo.m
__MACOSX\lrslibrary-master\algorithms\lrr\ALM
__MACOSX\lrslibrary-master\algorithms\lrr\ALM\._demo.m
lrslibrary-master\algorithms\lrr\ALM\exact_alm_lrr_l1v2.m
__MACOSX\lrslibrary-master\algorithms\lrr\ALM\._exact_alm_lrr_l1v2.m
lrslibrary-master\algorithms\lrr\ALM\exact_alm_lrr_l21v2.m
__MACOSX\lrslibrary-master\algorithms\lrr\ALM\._exact_alm_lrr_l21v2.m
lrslibrary-master\algorithms\lrr\ALM\inexact_alm_lrr_l1.m
__MACOSX\lrslibrary-master\algorithms\lrr\ALM\._inexact_alm_lrr_l1.m
lrslibrary-master\algorithms\lrr\ALM\inexact_alm_lrr_l21.m
__MACOSX\lrslibrary-master\algorithms\lrr\ALM\._inexact_alm_lrr_l21.m
lrslibrary-master\algorithms\lrr\ALM\solve_l1l2.m
__MACOSX\lrslibrary-master\algorithms\lrr\ALM\._solve_l1l2.m
lrslibrary-master\algorithms\lrr\ALM\solve_lrr.m
__MACOSX\lrslibrary-master\algorithms\lrr\ALM\._solve_lrr.m
__MACOSX\lrslibrary-master\algorithms\lrr\._ALM
lrslibrary-master\algorithms\lrr\EALM
lrslibrary-master\algorithms\lrr\EALM\run_alg.m
__MACOSX\lrslibrary-master\algorithms\lrr\EALM
__MACOSX\lrslibrary-master\algorithms\lrr\EALM\._run_alg.m
__MACOSX\lrslibrary-master\algorithms\lrr\._EALM
lrslibrary-master\algorithms\lrr\FastLADMAP
lrslibrary-master\algorithms\lrr\FastLADMAP\ladmp_lrr_fast.m
__MACOSX\lrslibrary-master\algorithms\lrr\FastLADMAP
__MACOSX\lrslibrary-master\algorithms\lrr\FastLADMAP\._ladmp_lrr_fast.m
lrslibrary-master\algorithms\lrr\FastLADMAP\run_alg.m
__MACOSX\lrslibrary-master\algorithms\lrr\FastLADMAP\._run_alg.m
__MACOSX\lrslibrary-master\algorithms\lrr\._FastLADMAP
lrslibrary-master\algorithms\lrr\IALM
lrslibrary-master\algorithms\lrr\IALM\run_alg.m
__MACOSX\lrslibrary-master\algorithms\lrr\IALM
__MACOSX\lrslibrary-master\algorithms\lrr\IALM\._run_alg.m
__MACOSX\lrslibrary-master\algorithms\lrr\._IALM
lrslibrary-master\algorithms\lrr\LADMAP
lrslibrary-master\algorithms\lrr\LADMAP\ladmp_lrr.m
__MACOSX\lrslibrary-master\algorithms\lrr\LADMAP
__MACOSX\lrslibrary-master\algorithms\lrr\LADMAP\._ladmp_lrr.m
lrslibrary-master\algorithms\lrr\LADMAP\run_alg.m
__MACOSX\lrslibrary-master\algorithms\lrr\LADMAP\._run_alg.m
__MACOSX\lrslibrary-master\algorithms\lrr\._LADMAP
lrslibrary-master\algorithms\lrr\ROSL
lrslibrary-master\algorithms\lrr\ROSL\inexact_alm_rlr.m
__MACOSX\lrslibrary-master\algorithms\lrr\ROSL
__MACOSX\lrslibrary-master\algorithms\lrr\ROSL\._inexact_alm_rlr.m
lrslibrary-master\algorithms\lrr\ROSL\inexact_alm_rosl.m
__MACOSX\lrslibrary-master\algorithms\lrr\ROSL\._inexact_alm_rosl.m
lrslibrary-master\algorithms\lrr\ROSL\inexact_alm_rosl_subsampling.m
__MACOSX\lrslibrary-master\algorithms\lrr\ROSL\._inexact_alm_rosl_subsampling.m
lrslibrary-master\algorithms\lrr\ROSL\LowRankDictionaryShrinkage_m.m
__MACOSX\lrslibrary-master\algorithms\lrr\ROSL\._LowRankDictionaryShrinkage_m.m
lrslibrary-master\algorithms\lrr\ROSL\LowRankDictionarySparsify_m.m
__MACOSX\lrslibrary-master\algorithms\lrr\ROSL\._LowRankDictionarySparsify_m.m
lrslibrary-master\algorithms\lrr\ROSL\LowRankDictionaryUpdate_m.m
__MACOSX\lrslibrary-master\algorithms\lrr\ROSL\._LowRankDictionaryUpdate_m.m
lrslibrary-master\algorithms\lrr\ROSL\run_alg.m
__MACOSX\lrslibrary-master\algorithms\lrr\ROSL\._run_alg.m
lrslibrary-master\algorithms\lrr\ROSL\test.m
__MACOSX\lrslibrary-master\algorithms\lrr\ROSL\._test.m
__MACOSX\lrslibrary-master\algorithms\lrr\._ROSL
__MACOSX\lrslibrary-master\algorithms\._lrr
lrslibrary-master\algorithms\mc
lrslibrary-master\algorithms\mc\FPC
lrslibrary-master\algorithms\mc\FPC\FPC.m
__MACOSX\lrslibrary-master\algorithms\mc
__MACOSX\lrslibrary-master\algorithms\mc\FPC
__MACOSX\lrslibrary-master\algorithms\mc\FPC\._FPC.m
lrslibrary-master\algorithms\mc\FPC\run_alg.m
__MACOSX\lrslibrary-master\algorithms\mc\FPC\._run_alg.m
__MACOSX\lrslibrary-master\algorithms\mc\._FPC
lrslibrary-master\algorithms\mc\GROUSE
lrslibrary-master\algorithms\mc\GROUSE\demo.m

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