admmDicoLearn(1)

所属分类:其他
开发工具:matlab
文件大小:1035KB
下载次数:6
上传日期:2018-10-23 20:54:09
上 传 者ZL小米粥
说明:  用交替迭代乘子法来解决字典学习的相关问题
(Solving the related problems of dictionary learning by alternating iterative multiplier method.)

文件列表:
ksvd (0, 2013-08-06)
ksvd\dictdist.m (1900, 2011-02-11)
ksvd\faq.txt (4348, 2009-10-18)
ksvd\Contents.m (1068, 2009-08-03)
ksvd\showdict.m (2914, 2009-07-28)
ksvd\ompdenoise.m (10423, 2009-10-04)
ksvd\ompdenoise3.m (4229, 2009-09-07)
ksvd\ompdenoise2.m (4059, 2009-09-07)
ksvd\ompdenoise1.m (4084, 2009-09-07)
ksvd\odctndict.m (1459, 2009-07-28)
ksvd\odctdict.m (452, 2009-07-28)
ksvd\odct3dict.m (1149, 2009-07-28)
ksvd\odct2dict.m (1057, 2009-07-28)
ksvd\ksvdver.m (13711, 2009-10-18)
ksvd\ksvddenoisedemo.m (2415, 2010-09-17)
ksvd\ksvddenoise.m (10724, 2009-10-04)
ksvd\ksvddemo.m (1736, 2009-07-28)
ksvd\ksvd.m (19222, 2009-10-12)
ksvd\.svn (0, 2013-08-06)
ksvd\.svn\entries (3279, 2010-10-06)
ksvd\.svn\all-wcprops (1986, 2010-10-06)
ksvd\images (0, 2013-08-06)
ksvd\images\peppers.png (233120, 2009-07-28)
ksvd\images\lena.png (151199, 2009-07-28)
ksvd\images\house.png (34985, 2009-07-28)
ksvd\images\boat.png (177762, 2009-07-28)
ksvd\images\barbara.png (185727, 2009-07-28)
ksvd\tools (0, 2013-08-06)
ksvd\tools\sprow.c (1800, 2010-09-23)
ksvd\tools\im2colstep.mexglx (11505, 2010-09-23)
ksvd\tools\im2colstep.m (1341, 2010-09-23)
ksvd\tools\rowlincomb.mexglx (7387, 2010-09-23)
ksvd\tools\reggrid.m (4708, 2010-09-23)
ksvd\tools\spdiag.m (732, 2010-09-23)
ksvd\tools\rowlincomb.m (835, 2010-09-23)
ksvd\tools\col2imstep.c (3924, 2010-09-23)
ksvd\tools\col2imstep.m (1001, 2010-09-23)
ksvd\tools\collincomb.m (832, 2010-09-23)
ksvd\tools\addtocols.m (303, 2010-09-23)
... ...

This code is the one used for the paper "Applying alternating direction method of multipliers for constrained dictionary learning" published in Neurocomputing in 2012. you should start by the demo code.

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