Multiview Gait Recognition on Unconstrained Path Using Graph Convolutional Neural Network

Human gait recognition is a valuable biometric trait with vast applications in security domain. In most situations, the gait data is collected while the subject walks straight. Thus, the performance of the gait recognition system degrades when the subject changes walking direction. Previous gait rec...

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Bibliographic Details

Published in:	IEEE Access
Main Authors:	Md. Shopon, Gee-Sern Jison Hsu, Marina L. Gavrilova
Format:	Article
Language:	English
Published:	IEEE 2022-01-01
Subjects:	Gait recognition graph neural networks residual connection unconstrained gait recognition biometrics
Online Access:	https://ieeexplore.ieee.org/document/9779706/