DPL_NIPS14

所属分类:matlab编程
开发工具:matlab
文件大小:9142KB
下载次数:10
上传日期:2016-01-17 10:29:10
上 传 者wuhahawu
说明:  Projective Dictionary Pair Learning for Pattern Classification

文件列表:
DPL_NIPS14 (0, 2014-12-10)
DPL_NIPS14\ClassificationDPL.m (427, 2014-11-27)
DPL_NIPS14\Demo.m (1210, 2014-11-27)
DPL_NIPS14\Initilization.m (1315, 2014-11-27)
DPL_NIPS14\normcol_equal.m (206, 2014-11-27)
DPL_NIPS14\normcol_lessequal.m (225, 2014-12-10)
DPL_NIPS14\TrainDPL.m (749, 2014-11-27)
DPL_NIPS14\UpdateA.m (368, 2014-11-27)
DPL_NIPS14\UpdateD.m (802, 2014-11-27)
DPL_NIPS14\UpdateP.m (216, 2014-11-27)
DPL_NIPS14\YaleB_Jiang.mat (9355996, 2014-02-20)

This code is for our paper: Shuhang Gu, Lei Zhang, Wangmeng Zuo, and Xiangchu Feng, "Projective Dictionary Pair Learning for Pattern Classification," In NIPS 2014. %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% The example feature dataset (YaleB_Jiang) used in this code is from Dr. Zhuolin Jiang: http://www.umiacs.umd.edu/~zhuolin/projectlcksvd.html. For the experiments on AR and caltech 101 dataset, we also used the feature datasets provided by Dr. Jiang. For experiment on UCF50, we used the Action bank feature provided in: http://www.cse.buffalo.edu/~jcorso/r/actionbank/. Please refer to our paper for the detailed experimental setting. %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% If you have problems with the code, please contact us at shuhanggu@gmail.com or cslzhang@comp.polyu.edu.hk.

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