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Laboratoire d'InfoRmatique en Image et Systèmes d'information

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Laboratoire d'InfoRmatique en Image et Systèmes d'information
UMR 5205 CNRS / INSA Lyon / Université Claude Bernard Lyon 1 / Université Lumière Lyon 2 / École Centrale de Lyon
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Yiqiang Chen

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PhD student

Team Feature Extraction and Identification
 
Institution Institut National des Sciences Appliquées de Lyon
Location Jules Verne (INSA)
 
E-mail yiqiang.chen at liris.cnrs.fr
Contact details Publications Thesis
 
Subject Visual deformable object detection, tracking, and recognition with no constraint conditions
Abstract Today millions of video surveillance are installed throughout the world. The stated goal of installation of CCTV cameras is to increase public safety. Automatic video analysis system for the large number of video is a current problem. This thesis aims at the problems of person detection, tracking and especially re-identification in a non-overlapping camera network. It’s a difficult task due to some challenges like viewpoint variation, person pose variation, low resolution and so on. In this thesis, we plan to use the person semantic attribute to aid the re-identification and apply the deep learning methods lile a Siamese network in order to learn the similarity metric between two images.
Advisor Atilla Baskurt
Advisor Stefan Duffner

Last update : 2017-07-04 09:38:36