inexact_alm_rpca
所属分类：图形图像处理
开发工具：Others
文件大小：372KB
下载次数：343
上传日期：2010-11-02 14:07:29
上 传 者：
turingbrain
说明： RPCA (Robust Principal Component Analysis)是目前用于矩阵填充、图像去噪的最有效的优化方法。目前最有效的算法是ALM（Augmented Lagrange Multiplier）。ALM分为Exact ALM和Inexact ALM。 该代码是Inexact ALM，收敛速度比Exact ALM快！
(RPCA (Robust Principal Component Analysis) is used for matrix filling, image denoising. It is currently the most effective optimization method. Currently the most effective method is ALM (Augmented Lagrange Multiplier). There re 2 kinds of ALM: Exact ALM and Inexact ALM. The code is Inexact ALM, faster convergence speed than the Exact ALM!)
文件列表:
inexact_alm_rpca (0, 2009-10-31)
inexact_alm_rpca\.DS_Store (6148, 2009-10-31)
__MACOSX (0, 2009-10-31)
__MACOSX\inexact_alm_rpca (0, 2009-10-31)
__MACOSX\inexact_alm_rpca\._.DS_Store (82, 2009-10-31)
inexact_alm_rpca\choosvd.m (560, 2009-10-28)
inexact_alm_rpca\inexact_alm_rpca.m (2885, 2009-10-31)
__MACOSX\inexact_alm_rpca\._inexact_alm_rpca.m (171, 2009-10-31)
inexact_alm_rpca\PROPACK (0, 2009-10-31)
inexact_alm_rpca\PROPACK\Afunc.m (202, 1998-12-07)
inexact_alm_rpca\PROPACK\AtAfunc.m (224, 1998-12-07)
inexact_alm_rpca\PROPACK\Atransfunc.m (232, 1998-12-07)
inexact_alm_rpca\PROPACK\bdsqr.m (987, 2009-07-02)
inexact_alm_rpca\PROPACK\bdsqr.mexglx (74546, 2004-03-18)
inexact_alm_rpca\PROPACK\bdsqr.mexsg (25208, 2004-03-18)
inexact_alm_rpca\PROPACK\bdsqr.mexsg64 (26109, 2000-05-01)
inexact_alm_rpca\PROPACK\bdsqr.mexsol (95852, 2000-05-26)
inexact_alm_rpca\PROPACK\bdsqr.mexw32 (55808, 2009-03-14)
inexact_alm_rpca\PROPACK\bdsqr_mex.c (2102, 2004-03-18)
inexact_alm_rpca\PROPACK\Cfunc.m (293, 1998-12-07)
inexact_alm_rpca\PROPACK\compute_int.m (1504, 2000-05-29)
inexact_alm_rpca\PROPACK\dbdqr.f (445, 2004-03-18)
inexact_alm_rpca\PROPACK\helio.mat (256353, 1998-09-08)
inexact_alm_rpca\PROPACK\lanbpro.doc (3544, 2000-05-27)
inexact_alm_rpca\PROPACK\lanbpro.m (19514, 2000-06-08)
inexact_alm_rpca\PROPACK\lanbpro.txt (3544, 2000-05-27)
inexact_alm_rpca\PROPACK\laneig.doc (2522, 2000-05-27)
inexact_alm_rpca\PROPACK\laneig.m (9695, 2001-08-16)
inexact_alm_rpca\PROPACK\laneig.txt (2522, 2000-05-27)
inexact_alm_rpca\PROPACK\lanpro.doc (3336, 2000-05-27)
inexact_alm_rpca\PROPACK\lanpro.m (14762, 2000-05-10)
inexact_alm_rpca\PROPACK\lanpro.txt (3336, 2000-05-27)
inexact_alm_rpca\PROPACK\lansvd.doc (2386, 2000-05-27)
inexact_alm_rpca\PROPACK\lansvd.m (9307, 2000-05-17)
inexact_alm_rpca\PROPACK\lansvd.txt (2386, 2000-05-27)
inexact_alm_rpca\PROPACK\mminfo.m (3238, 2000-05-26)
inexact_alm_rpca\PROPACK\mmread.m (7224, 2000-05-26)
inexact_alm_rpca\PROPACK\mmwrite.m (6574, 2000-05-26)
inexact_alm_rpca\PROPACK\pythag.m (618, 2000-04-10)
inexact_alm_rpca\PROPACK\refinebounds.m (939, 2000-05-01)
... ...
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