RegL1-ALM

所属分类:数值算法/人工智能
开发工具:matlab
文件大小:3909KB
下载次数:72
上传日期:2014-06-03 19:01:48
上 传 者ilongtao
说明:  ALM 算法,可用来补全或分解矩阵,效果不错, 时间也较短
(ALM algorithm can be used to complement or decomposition matrix, well, time is short)

文件列表:
RegL1-ALM\demo_photometricstereo.m (1306, 2012-06-19)
RegL1-ALM\demo_random.m (1430, 2012-06-19)
RegL1-ALM\M_yaleb10.mat (4026830, 2011-11-24)
RegL1-ALM\occlusion_yaleb10.mat (77562, 2011-11-24)
RegL1-ALM\RobustApproximation_M_UV_TraceNormReg.asv (3588, 2012-06-19)
RegL1-ALM\RobustApproximation_M_UV_TraceNormReg.m (3588, 2012-06-19)
RegL1-ALM\saturation_yaleb10.mat (49734, 2011-11-24)
RegL1-ALM (0, 2014-04-22)

Please run 'demo_random' for an example with randomly generated data, and run 'demo_photometricstereo' for the (product D or M) nonnegative rank-3 factorization of a human-face sequence. The usage of the main functionality 'RobustApproximation_M_UV_TraceNormReg' should be quite straightforward.

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