A Multi-Channel Parallel Keypoint Fusion Framework for Human Pose Estimation

A Multi-Channel Parallel Keypoint Fusion Framework for Human Pose Estimation

Although modeling self-attention can significantly reduce computational complexity, human pose estimation performance is still affected by occlusion and background noise, and undifferentiated feature fusion leads to significant information loss. To address these issues, we propose a novel human pose...

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Bibliographic Details
Main Authors: Xilong Wang, Nianfeng Shi, Guoqiang Wang, Jie Shao, Shuaibo Zhao
Format: Article
Language:English
Published: MDPI AG 2023-09-01
Series:Electronics
Subjects:
human pose estimation
deformable convolution
self-attention
keypoint fusion
lightweight networks
Online Access:https://www.mdpi.com/2079-9292/12/19/4019

Internet

https://www.mdpi.com/2079-9292/12/19/4019

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