Action recognition using attention-based spatio-temporal VLAD networks and adaptive video sequences optimization

Action recognition using attention-based spatio-temporal VLAD networks and adaptive video sequences optimization

Abstract In the field of human action recognition, it is a long-standing challenge to characterize the video-level spatio-temporal features effectively. This is attributable in part to the inability of CNN to model long-range temporal information, especially for actions that consist of multiple stag...

Πλήρης περιγραφή

Λεπτομέρειες βιβλιογραφικής εγγραφής
Κύριοι συγγραφείς:	Zhengkui Weng, Xinmin Li, Shoujian Xiong
Μορφή:	Άρθρο
Γλώσσα:	English
Έκδοση:	Nature Portfolio 2024-10-01
Σειρά:	Scientific Reports
Διαθέσιμο Online:	https://doi.org/10.1038/s41598-024-75640-6

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