Recognizing sports activities from video frames using deformable convolution and adaptive multiscale features

Recognizing sports activities from video frames using deformable convolution and adaptive multiscale features

Abstract Automated techniques for evaluating sports activities inside dynamic frames are highly dependent on advanced sports analysis by smart machines. The monitoring of individuals and the discerning of athletic pursuits has several potential applications. Monitoring individuals, detecting unusual...

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Bibliographic Details
Main Authors: Lei Xiao, Yang Cao, Yihe Gai, Edris Khezri, Juntong Liu, Mingzhu Yang
Format: Article
Language:English
Published: SpringerOpen 2023-12-01
Series:Journal of Cloud Computing: Advances, Systems and Applications
Subjects:
Action recognition
Sports activities
Deformable convolution network
Hierarchical multiscale deformable
Attention module
Online Access:https://doi.org/10.1186/s13677-023-00552-1

Internet

https://doi.org/10.1186/s13677-023-00552-1

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