An efficient sparse pruning method for human pose estimation

An efficient sparse pruning method for human pose estimation

Human pose estimation (HPE) is crucial for computer vision (CV). Moreover, it’s a vital step for computers to understand human actions and behaviours. However, the huge number of parameters and calculations in the HPE model have brought big challenges to deploy to resource-constrained mobile devices...

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Bibliographic Details
Main Authors: Mingyang Wang, Tianyi Sun, Kang Song, Shuang Li, Jing Jiang, Linjun Sun
Format: Article
Language:English
Published: Taylor & Francis Group 2022-12-01
Series:Connection Science
Subjects:
human pose estimation
computer vision
sparse pruning method
scaling parameters
structured pruning method
Online Access:http://dx.doi.org/10.1080/09540091.2021.2012423

Internet

http://dx.doi.org/10.1080/09540091.2021.2012423

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