Deep learning on lie groups for skeleton-based action recognition

Deep learning on lie groups for skeleton-based action recognition

In recent years, skeleton-based action recognition has become a popular 3D classification problem. State-of-the-art methods typically first represent each motion sequence as a high-dimensional trajectory on a Lie group with an additional dynamic time warping, and then shallowly learn favorable Lie g...

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書目詳細資料
Main Authors:	HUANG, Zhiwu, WAN, C., PROBST, T., VAN, Gool L.
格式:	text
語言:	English
出版:	Institutional Knowledge at Singapore Management University 2017
主題:	Manifolds Three-dimensional displays Neural networks Machine learning Computer architecture Skeleton Transforms Databases and Information Systems Graphics and Human Computer Interfaces
在線閱讀:	https://ink.library.smu.edu.sg/sis_research/6390 https://ink.library.smu.edu.sg/context/sis_research/article/7393/viewcontent/Deep_learning.pdf
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