SP-HRNet: single-path neural architecture search for human pose estimation

SP-HRNet: single-path neural architecture search for human pose estimation

Abstract In this study, focus on the task of human pose estimation. High-resolution networks (HRNet), while adept at continuously integrating multi-resolution information, tend to compel the network to assimilate redundant information, thereby amplifying computational complexity. The single-path one...

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Bibliographic Details
Main Authors: Mengyu Sun, Yichao Wang, Peng Wang, Wuqi Gao, Qunli Li, Xiaoyan Li, Ruohai Di
Format: Article
Language:English
Published: Springer 2025-06-01
Series:Discover Applied Sciences
Subjects:
Neural network
NAS
Human posture estimation
High-resolution network
Online Access:https://doi.org/10.1007/s42452-025-06846-0
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