TBRNet: Two-Stream BiLSTM Residual Network for Video Action Recognition

TBRNet: Two-Stream BiLSTM Residual Network for Video Action Recognition

Modeling spatiotemporal representations is one of the most essential yet challenging issues in video action recognition. Existing methods lack the capacity to accurately model either the correlations between spatial and temporal features or the global temporal dependencies. Inspired by the two-strea...

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Bibliographic Details
Main Authors: Xiao Wu, Qingge Ji
Format: Article
Language:English
Published: MDPI AG 2020-07-01
Series:Algorithms
Subjects:
action recognition
bidirectional long short-term memory
residual connection
temporal attention mechanism
two-stream networks
Online Access:https://www.mdpi.com/1999-4893/13/7/169

Internet

https://www.mdpi.com/1999-4893/13/7/169

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