KKSVD

所属分类:matlab编程
开发工具:matlab
文件大小:146KB
下载次数:126
上传日期:2014-03-08 12:25:32
上 传 者dtlchen
说明:  Kernel KSVD/KSVD/OMP/MP/KMOP算法
(Kernel KSVD/KSVD/OMP/MP/KMOP algorithm)

文件列表:
KernelDictionary\Demo (0, 2013-05-21)
KernelDictionary\Demo\mnist_classify_ksvd.m (4231, 2013-05-18)
KernelDictionary\Demo\usps_classify.m (2337, 2013-05-16)
KernelDictionary\HelpFunction (0, 2013-05-21)
KernelDictionary\HelpFunction\gram.m (2263, 2013-05-14)
KernelDictionary\HelpFunction\hist_isect_c.c (2313, 2012-02-10)
KernelDictionary\KernelKSVD (0, 2013-05-21)
KernelDictionary\KernelKSVD\KKSVD.m (2622, 2013-05-16)
KernelDictionary\KernelKSVD\KMOD.m (1393, 2011-10-29)
KernelDictionary\KernelKSVD\Knorms.m (272, 2013-05-16)
KernelDictionary\KernelKSVD\project_onto_kksvd.m (531, 2011-11-09)
KernelDictionary\KernelOMP (0, 2013-05-21)
KernelDictionary\KernelOMP\KOMP.m (856, 2013-05-16)
KernelDictionary\KernelOMP\KOMP_Slow.m (2479, 2013-05-10)
KernelDictionary\KSVD (0, 2013-05-21)
KernelDictionary\KSVD\ksvdbox13 (0, 2013-05-21)
KernelDictionary\KSVD\ksvdbox13\Contents.m (1068, 2009-08-03)
KernelDictionary\KSVD\ksvdbox13\faq.txt (4430, 2009-10-18)
KernelDictionary\KSVD\ksvdbox13\ksvd.m (19222, 2012-10-30)
KernelDictionary\KSVD\ksvdbox13\ksvddemo.m (1734, 2011-03-07)
KernelDictionary\KSVD\ksvdbox13\ksvddenoise.m (10724, 2009-10-03)
KernelDictionary\KSVD\ksvdbox13\ksvddenoisedemo.m (2415, 2009-08-24)
KernelDictionary\KSVD\ksvdbox13\ksvdver.m (13711, 2009-10-18)
KernelDictionary\KSVD\ksvdbox13\normalize_col.m (147, 2011-03-05)
KernelDictionary\KSVD\ksvdbox13\odct2dict.m (1057, 2009-07-27)
KernelDictionary\KSVD\ksvdbox13\odct3dict.m (1149, 2009-07-27)
KernelDictionary\KSVD\ksvdbox13\odctdict.m (452, 2009-07-27)
KernelDictionary\KSVD\ksvdbox13\odctndict.m (1459, 2009-07-27)
KernelDictionary\KSVD\ksvdbox13\ompdenoise.m (10423, 2009-10-03)
KernelDictionary\KSVD\ksvdbox13\ompdenoise1.m (4084, 2009-09-07)
KernelDictionary\KSVD\ksvdbox13\ompdenoise2.m (4059, 2009-09-07)
KernelDictionary\KSVD\ksvdbox13\ompdenoise3.m (4229, 2009-09-07)
KernelDictionary\KSVD\ksvdbox13\private (0, 2013-05-21)
KernelDictionary\KSVD\ksvdbox13\private\add_dc.m (830, 2009-07-27)
KernelDictionary\KSVD\ksvdbox13\private\addtocols.c (1915, 2009-07-27)
KernelDictionary\KSVD\ksvdbox13\private\addtocols.m (303, 2009-07-27)
KernelDictionary\KSVD\ksvdbox13\private\addtocols.mexw64 (7680, 2013-05-17)
KernelDictionary\KSVD\ksvdbox13\private\col2imstep.c (3924, 2009-08-31)
KernelDictionary\KSVD\ksvdbox13\private\col2imstep.m (1001, 2009-08-31)
KernelDictionary\KSVD\ksvdbox13\private\col2imstep.mexw64 (10240, 2013-05-17)
... ...

The code is provided for your research purposes. We will not be responsible for any undesirable consequence resulted from running the code. Please feel free to modify and re-distribute the code. If you use our code for your research, please cite our papers: @inproceedings{KernelDictionaryLearning, author={Nguyen, Hien and Patel, Vishal and Nasrabadi, Nasser and Chellappa, Rama}, booktitle={Acoustics, Speech and Signal Processing (ICASSP), 2012 IEEE International Conference on}, title={Kernel Dictionary Learning}, year={2012}, month={march}, } @inproceedings{SparseEmbedding, author = {Nguyen, Hien and Patel, Vishal and Nasrabadi, Nasser and Chellappa, Rama}, title = {Sparse Embedding: A Framework for Sparsity Promoting Dimensionality Reduction }, booktitle = {Proceedings of the 12th European conference on Computer vision}, series = {ECCV'12}, year = {2012}, publisher = {Springer-Verlag}, address = {Berlin, Heidelberg}, }

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