Adaptive temporal compression for reduction of computational complexity in human behavior recognition

The research on video analytics especially in the area of human behavior recognition has become increasingly popular recently. It is widely applied in virtual reality, video surveillance, and video retrieval. With the advancement of deep learning algorithms and computer hardware, the conventional tw...

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Bibliographic Details
Published in:	Scientific reports Vol. 14; no. 1; pp. 10560 - 11
Main Authors:	Huang, Haixin, Wang, Yuyao, Cai, Mingqi, Wang, Ruipeng, Wen, Feng, Hu, Xiaojie
Format:	Journal Article
Language:	English
Published:	London Nature Publishing Group UK 08.05.2024 Nature Publishing Group Nature Portfolio
Subjects:	3D convolution 639/705/1042 639/705/117 639/705/258 Adaptive Algorithms Compression Compression technology Computer applications Computer peripherals Convolution Data compression Data Compression - methods Deep Learning Human Activities Human behavior recognition Humanities and Social Sciences Humans Image Processing, Computer-Assisted - methods multidisciplinary Pattern Recognition, Automated - methods Science Science (multidisciplinary) Temporal variations Training Video analysis Human behavior recognition 3D convolution Adaptive Compression technology Video analysis
ISSN:	2045-2322, 2045-2322
Online Access:	Get full text
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