A hybrid approach using human posture and contour for gait recognition under body occlusion

Yue Ma, Chenghao Wei,Hao Long

2020 7th International Conference on Information Science and Control Engineering (ICISCE)（2020）

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摘要

This paper presents a hybrid method using a Gaitset network for gait recognition. We firstly use Alphpose model to obtain key points of human posture to improve the extraction of human contour under body occlusion. The human contour map is obtained by pose2Seg model with the key points of human posture. Both human posture and body contour are used as input of the network. By using the hybrid metho...

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关键词

Legged locomotion,Information science,Control engineering,Databases,Feature extraction,Robustness,Gait recognition

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