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Multi-View 3D Human Pose Tracking Based on Evolutionary Robot Vision.

Authors :
Quan, Wei
Kubota, Naoyuki
Source :
Journal of Advanced Computational Intelligence & Intelligent Informatics. Jul2021, Vol. 25 Issue 4, p432-441. 10p.
Publication Year :
2021

Abstract

Human life expectancy is at present the maximum in recorded history. However, a disadvantage is that the elderly are increasingly displaying cognitive disabilities. Studies have shown that physical exercises such as calisthenics can potentially prevent disabilities. Meanwhile, existing systems for evaluating human pose focus mainly on accuracy and omit convenience and efficiency. To solve this issue, in this paper, we propose a framework for rapidly estimating three-dimensional human pose from two camera views. It is based on an evolutionary algorithm. This system can be applied straightforwardly to inexpensive smart devices and used to evaluate multiple individuals' calisthenics with two or more smart devices. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
13430130
Volume :
25
Issue :
4
Database :
Academic Search Index
Journal :
Journal of Advanced Computational Intelligence & Intelligent Informatics
Publication Type :
Academic Journal
Accession number :
151465992
Full Text :
https://doi.org/10.20965/jaciii.2021.p0432