Read e-book online Human Action Recognition with Depth Cameras (SpringerBriefs PDF

By Jiang Wang,Zicheng Liu,Ying Wu

ISBN-10: 3319045601

ISBN-13: 9783319045603

motion reputation expertise has many real-world purposes in human-computer interplay, surveillance, video retrieval, retirement domestic tracking, and robotics. The commoditization of intensity sensors has additionally unfolded extra functions that weren't possible prior to. this article makes a speciality of characteristic illustration and computing device studying algorithms for motion popularity from intensity sensors. After offering a complete assessment of the cutting-edge, the authors then offer in-depth descriptions in their lately constructed characteristic representations and desktop studying innovations, together with lower-level intensity and skeleton good points, higher-level representations to version the temporal constitution and human-object interactions, and have choice strategies for occlusion dealing with. This paintings allows the reader to fast familiarize themselves with the most recent study, and to realize a deeper figuring out of lately built concepts. will probably be of significant use for either researchers and practitioners.

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