Advanced surveillance applications often require to re-identify an individual. In the typical context of a camera network, this means to recognize a subject acquired at one location among a feasible set of candidates acquired at different locations and/or times. This task is especially challenging in applications targeted at crowded environments. Face and gait are contactless biometrics which are particularly suited to re-identification, but even “soft” biometrics have been considered to this aim. We present a review of approaches to re-identification, with some characteristic examples in literature. The goal is to provide an estimate of both the state-of-the-art and the potential of such techniques to further improve them and to extend the applicability of re-identification systems.

A Comparison of Approaches for Person Re-identification / Riccio, Daniel; Maria De, Marsico; Riccardo, Distasi; Stefano, Ricciardi. - (2014). (Intervento presentato al convegno ICPRAM 2014 - Proceedings of the 3rd International Conference on Pattern Recognition Applications and Methods tenutosi a ESEO (Angers, Loire Valley), France nel 03/2014) [10.5220/0004815201890198].

A Comparison of Approaches for Person Re-identification

RICCIO, Daniel;
2014

Abstract

Advanced surveillance applications often require to re-identify an individual. In the typical context of a camera network, this means to recognize a subject acquired at one location among a feasible set of candidates acquired at different locations and/or times. This task is especially challenging in applications targeted at crowded environments. Face and gait are contactless biometrics which are particularly suited to re-identification, but even “soft” biometrics have been considered to this aim. We present a review of approaches to re-identification, with some characteristic examples in literature. The goal is to provide an estimate of both the state-of-the-art and the potential of such techniques to further improve them and to extend the applicability of re-identification systems.
2014
978-989758018-5
A Comparison of Approaches for Person Re-identification / Riccio, Daniel; Maria De, Marsico; Riccardo, Distasi; Stefano, Ricciardi. - (2014). (Intervento presentato al convegno ICPRAM 2014 - Proceedings of the 3rd International Conference on Pattern Recognition Applications and Methods tenutosi a ESEO (Angers, Loire Valley), France nel 03/2014) [10.5220/0004815201890198].
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11588/588221
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