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Authors: Sławomir Bąk 1 ; François Brémond 1 ; Vasanth Bathrinarayanan 1 ; Alessandro Capra 2 ; Davide Giacalone 2 ; Giuseppe Messina 2 and Antonio Buemi 2

Affiliations: 1 INRIA and STARS group, France ; 2 STMicroelectronics, Italy

Keyword(s): Re-identification, Retrieval, Detection, Covariance Descriptor, Brownian Descriptor.

Abstract: This paper addresses the problem of person re-identification and its application to a real world scenario. We introduce a retrieval system that helps a human operator in browsing a video content. This system is designed for determining whether a given person of interest has already appeared over a network of cameras. In contrast to most of state of the art approaches we do not focus on searching the best strategy for feature matching between camera pairs, but we explore techniques that can perform relatively well in a whole network of cameras. This work is devoted to analyze current state of the art algorithms and technologies, which are currently available on the market. We examine whether current techniques may help a human operator in solving this challenging task. We evaluate our system on the publicly available dataset and demonstrate practical advantages of the proposed solutions.

CC BY-NC-ND 4.0

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Paper citation in several formats:
Bąk, S.; Brémond, F.; Bathrinarayanan, V.; Capra, A.; Giacalone, D.; Messina, G. and Buemi, A. (2014). Retrieval System for Person Re-identification. In Proceedings of the 9th International Conference on Computer Vision Theory and Applications (VISIGRAPP 2014) - Volume 1: PANORAMA; ISBN 978-989-758-004-8; ISSN 2184-4321, SciTePress, pages 732-738. DOI: 10.5220/0004871807320738

@conference{panorama14,
author={Sławomir Bąk. and Fran\c{C}ois Brémond. and Vasanth Bathrinarayanan. and Alessandro Capra. and Davide Giacalone. and Giuseppe Messina. and Antonio Buemi.},
title={Retrieval System for Person Re-identification},
booktitle={Proceedings of the 9th International Conference on Computer Vision Theory and Applications (VISIGRAPP 2014) - Volume 1: PANORAMA},
year={2014},
pages={732-738},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0004871807320738},
isbn={978-989-758-004-8},
issn={2184-4321},
}

TY - CONF

JO - Proceedings of the 9th International Conference on Computer Vision Theory and Applications (VISIGRAPP 2014) - Volume 1: PANORAMA
TI - Retrieval System for Person Re-identification
SN - 978-989-758-004-8
IS - 2184-4321
AU - Bąk, S.
AU - Brémond, F.
AU - Bathrinarayanan, V.
AU - Capra, A.
AU - Giacalone, D.
AU - Messina, G.
AU - Buemi, A.
PY - 2014
SP - 732
EP - 738
DO - 10.5220/0004871807320738
PB - SciTePress

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