Learning universal multiview dictionary for human action recognition

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• 作者：Tingting Yao^a ; ^b ; ^{ytt1030@gmail.com}Author Vitae ; Zhiyong Wang^a ; ^{zhiyong.wang@sydney.edu.au}Author Vitae ; Zhao Xie^b ; ^{xiezhao@hfut.edu.cn}Author Vitae ; Jun Gao^b ; ^{gaojun@hfut.edu.cn}Author Vitae ; David Dagan Feng^a ; ^{dagan.feng@sydney.edu.au}Author Vitae
• 关键词：Dictionary learning ; Sparse coding ; Multiview learning ; Action recognition
• 刊名：Pattern Recognition
• 出版年：2017
• 出版时间：April 2017
• 年：2017
• 卷：64
• 期：Complete
• 页码：236-244
• 全文大小：1064 K
• 卷排序：64

文摘

Formulating a discriminative dictionary as shared and specific sub-dictionaries. Proposing a novel multiview dictionary learning framework for action recognition. Integrating additional constraints to preserve relationship and structure of data. Evaluating the proposed method on three challenging datasets.