Simultaneous image matching for person re-identification via the stable marriage algorithm

Hashim, Nik Mohd Zarifie and Kawanishi, Yasutomo and Deguchi, Daisuke and Ide, Ichiro and Murase, Hiroshi (2020) Simultaneous image matching for person re-identification via the stable marriage algorithm. IEEJ Transactions on Electrical and Electronic Engineering, 15 (6). pp. 909-917. ISSN 1931-4973

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Abstract

Recently, multiperson tracking across non-overlapping camera views is gaining increasing attention in the video surveillance field due to its importance for public security. Most existing methods find a correspondence of person images individually across each pair of adjacent two cameras. However, in such a naive approach, redundant matching where one of the person images is selected for the matching pair for several times, often occurs. It leads to tracking failure. To overcome this problem, in this paper, by considering the matching problem as an instance of the “marriage problem” that is well known in Economics, we propose a simultaneous image matching method for multiple persons based on the stable marriage algorithm. We confirmed that the proposed method outperforms some of the existing state-of-the-art methods on several well-known public datasets.

Item Type:	Article
Uncontrolled Keywords:	Person re-identification, Simultaneous matching, Stable marriage algorithm
Divisions:	Faculty of Electronics and Computer Engineering > Department of Computer Engineering
Depositing User:	Norfaradilla Idayu Ab. Ghafar
Date Deposited:	19 Jul 2021 16:23
Last Modified:	06 Jun 2023 16:43
URI:	http://eprints.utem.edu.my/id/eprint/25072
Statistic Details:	View Download Statistic

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