An effective PoseC3D model for typical action recognition of dairy cows based on skeleton features

Zhixin Hua,Zheng Wang,Xingshi Xu,Xiangfeng Kong,Huaibo Song

Computers and Electronics in Agriculture（2023）

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摘要

•Proposing a skeleton-based action recognition method to detect typical actions of dairy cows.•Realizing lightweight keypoint extraction through modifying YOLOX into YOLO-Pose.•Developing PoseC3D for cow action recognition with better quality than GCN methods.

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关键词

Dairy cows,Action recognition,Skeleton feature,YOLOX-Pose,PoseC3D

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