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Real-Time Human Keypoint Detection Algorithm Based on Lightweight Network

To improve the real-time performance and speed of human pose estimation on mobile devices,this paper proposes an improved human keypoint detection algorithm.The algorithm uses the depthwise separable convolution module and MobileNetV2,a light-weight backbone network,to accelerate feature extraction....

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Autor principal: HU Jianghao, WANG Hongyu, QIAO Wenchao, MA Jingxuan
Formato: Artigo
Idioma:Inglês
Publicado em: Editorial Office of Computer Engineering 2021-04-01
coleção:Jisuanji gongcheng
Assuntos:
depthwise separable convolution|multi-scale prediction|human keypoint detection|lightweight backbone network|fusion network
Acesso em linha:https://www.ecice06.com/fileup/1000-3428/PDF/20210430.pdf
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