Computer & Telecommunication >

2021 , Vol. 1 >Issue 3: 21 - 25

DOI: https://doi.org/1008-6609(2021)03-0021-05

Human Pose Estimation Based on Improved Simple Baselines

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  • School of Zhang Jian School of Transportation and Civil Engineering

Online published: 2021-06-16

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Abstract

Human pose estimation has been widely used in many fields. In order to improve the accuracy of human pose estimation, ahuman pose estimation algorithm based on Simple Baselines is proposed. Firstly, the Backbone ResNet152in Simple Baselines is re-placed with the Backbone in Fasthand algorithm to improve the accuracy of model detection. Secondly, a Pose Refine Machine is in-troduced to improve the accuracy of the model. The experimental results show that the model achieves75.8% AP on COCO test-dev,which is2.1% higher than that on Simple Baselines.

Key words： human pose estimation; Simple Baselines; pose refine machine; FastHand; ResNet152

Cite this article

ZHOU Kun-yang ZHAO Meng-ting ZHANG Hai-chao JIANG Wen . Human Pose Estimation Based on Improved Simple Baselines[J]. Computer & Telecommunication, 2021 , 1(3) : 21 -25 . DOI: 1008-6609(2021)03-0021-05

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