KSC-Net: a biologically inspired spatio-temporal correlation network for video-based human action recognition

Abstract Video-based action recognition remains a challenging task due to the difficulty in accurately modeling spatio-temporal dynamics and distinguishing foreground motion from static background clutter. Existing methods often struggle with capturing long-range temporal dependencies and tend to ov...

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Bibliographic Details
Main Authors: Hui Ma, Xuelian Ma
Format: Article
Language:English
Published: Springer 2025-08-01
Series:Discover Applied Sciences
Subjects:
Online Access:https://doi.org/10.1007/s42452-025-07504-1
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