STA-TSN: Spatial-Temporal Attention Temporal Segment Network for action recognition in video.

Most deep learning-based action recognition models focus only on short-term motions, so the model often causes misjudgments of actions that are combined by multiple processes, such as long jump, high jump, etc. The proposal of Temporal Segment Networks (TSN) enables the network to capture long-term...

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Bibliographic Details
Main Authors: Guoan Yang, Yong Yang, Zhengzhi Lu, Junjie Yang, Deyang Liu, Chuanbo Zhou, Zien Fan
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2022-01-01
Series:PLoS ONE
Online Access:https://doi.org/10.1371/journal.pone.0265115