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Proceedings Paper

Automatic enrollment for gait-based person re-identification
Author(s): Javier Ortells; Raúl Martín-Félez; Ramón A. Mollineda
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Paper Abstract

Automatic enrollment involves a critical decision-making process within people re-identification context. However, this process has been traditionally undervalued. This paper studies the problem of automatic person enrollment from a realistic perspective relying on gait analysis. Experiments simulating random flows of people with considerable appearance variations between different observations of a person have been conducted, modeling both short- and longterm scenarios. Promising results based on ROC analysis show that automatically enrolling people by their gait is affordable with high success rates.

Paper Details

Date Published: 14 February 2015
PDF: 6 pages
Proc. SPIE 9445, Seventh International Conference on Machine Vision (ICMV 2014), 94450G (14 February 2015); doi: 10.1117/12.2180582
Show Author Affiliations
Javier Ortells, Univ. Jaume I (Spain)
Raúl Martín-Félez, Univ. Jaume I (Spain)
Ramón A. Mollineda, Univ. Jaume I (Spain)

Published in SPIE Proceedings Vol. 9445:
Seventh International Conference on Machine Vision (ICMV 2014)
Antanas Verikas; Branislav Vuksanovic; Petia Radeva; Jianhong Zhou, Editor(s)

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