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Online Audiovisual Signature Training for Person Re-identification

Decroix, François-Xavier and Pinquier, Julien and Ferrané, Isabelle and Lerasle, Frédéric Online Audiovisual Signature Training for Person Re-identification. (2016) In: 10th International Conference on Distributed Smart Camera (ICDSC 2016), 12 September 2016 - 15 September 2016 (Paris, France).

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Official URL: http://dx.doi.org/10.1145/2967413.2967429

Abstract

In intelligent environments, activity detection is a necessary pre-processing step for adaptive energy management and interaction with humans. To characterize the interactions between individuals or between an individual and the infrastructure of a building, a re-identification process is required and using multimodal models improves its robustness. In this paper, we propose a method for audiovisual fusion, which introduces a novel confidence index of audio-video salience zones, for training an audiovisual signature of a person within a sparse network of cameras and microphones.

Item Type:Conference or Workshop Item (Paper)
Additional Information:Thanks to ACM editor. The definitive version is available at http://dl.acm.org This papers appears in ICDSC '16 ISBN: 978-1-4503-4786-0 The original PDF is available at: http://dl.acm.org/citation.cfm?id=2967429
Audience (conference):International conference proceedings
Uncontrolled Keywords:
Institution:Université de Toulouse > Institut National Polytechnique de Toulouse - INPT (FRANCE)
French research institutions > Centre National de la Recherche Scientifique - CNRS (FRANCE)
Université de Toulouse > Université Toulouse III - Paul Sabatier - UPS (FRANCE)
Université de Toulouse > Université Toulouse - Jean Jaurès - UT2J (FRANCE)
Université de Toulouse > Université Toulouse 1 Capitole - UT1 (FRANCE)
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Deposited By: IRIT IRIT
Deposited On:27 Jan 2017 09:58

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