Image set classification based on cooperative sparse representation

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• 作者：Peng Zheng^a ; ^{nicknina2006@163.com}Author Vitae ; Zhong-Qiu Zhao^a ; ^{z.zhao@hfut.edu.cn}Author Vitae ; Jun Gao^a ; ^{gaojun@hfut.edu.cn}Author Vitae ; Xindong Wu^a ; ^b ; ^{xwu@cs.uvm.edu}Author Vitae
• 关键词：Sparse representation ; Image set classification ; Dictionary learning ; Scene classification
• 刊名：Pattern Recognition
• 出版年：2017
• 出版时间：March 2017
• 年：2017
• 卷：63
• 期：Complete
• 页码：206-217
• 全文大小：823 K
• 卷排序：63

文摘

We extend the CoSR model to image set classification. We take two methods, namely `Learning Bases' and `Training Sets Division', to construct additional bases for bSR. We regard scene classification task as a member of image set classification and validate its reasonability.