Lightweight 2D Human Pose Estimation Based on Joint Channel Coordinate Attention Mechanism

Lightweight 2D Human Pose Estimation Based on Joint Channel Coordinate Attention Mechanism

<b> </b>Traditional human pose estimation methods typically rely on complex models and algorithms. Lite-HRNet can achieve an excellent performance while reducing model complexity. However, its feature extraction scale is relatively single, which can lead to lower keypoints’ localization...

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Bibliographic Details
Main Authors: Zuhe Li, Mengze Xue, Yuhao Cui, Boyi Liu, Ruochong Fu, Haoran Chen, Fujiao Ju
Format: Article
Language:English
Published: MDPI AG 2023-12-01
Series:Electronics
Subjects:
human pose estimation
deep learning
attention mechanism
lightweight module
Online Access:https://www.mdpi.com/2079-9292/13/1/143

Internet

https://www.mdpi.com/2079-9292/13/1/143

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