Online Audiovisual Signature Training for Person Re-identification - LAAS - Laboratoire d'Analyse et d'Architecture des Systèmes Access content directly
Conference Papers Year : 2016

Online Audiovisual Signature Training for Person Re-identification

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.
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Dates and versions

hal-01800283 , version 1 (25-05-2018)

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François-Xavier Decroix, Frédéric Lerasle, Julien Pinquier, Isabelle Ferrané. Online Audiovisual Signature Training for Person Re-identification. 10th International Conference on Distributed Smart Camera (ICDSC2016), Sep 2016, Paris, France. pp.62-68, ⟨10.1145/2967413.2967429⟩. ⟨hal-01800283⟩
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