AGPN: Action Granularity Pyramid Network for Video Action Recognition

Video action recognition is a fundamental task for video understanding. Action recognition in complex spatio-temporal contexts generally requires fusing of different multi-granularity action information. However, existing works do not consider spatio-temporal information modeling and fusion from the...

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Bibliographic Details
Published in:IEEE transactions on circuits and systems for video technology 2023-08, Vol.33 (8), p.3912-3923
Main Authors: Chen, Yatong, Ge, Hongwei, Liu, Yuxuan, Cai, Xinye, Sun, Liang
Format: Article
Language:English
Subjects:
Activity recognition
Aggregates
Computational modeling
Computer networks
Convolution
Data mining
Feature extraction
Fuses
Modules
multi-granularity
multi-scale
pyramid network
Video action recognition
Visualization
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