Home // International Journal On Advances in Systems and Measurements, volume 9, numbers 1 and 2, 2016 // View article

Person Re-Identification for Non-overlapping Cameras in Multimodal Person Localization

Authors:
Thi Thanh Thuy Pham
Thi-Lan Le
Trung-Kien Dao

Keywords: Multimodal person localization; Person re-identification; Human detection

Abstract:
Person re-identification is a crucial step in an indoor human localization system. It is a problem of person identity association at different locations and times. This paper presents a method for person re-identification in the context of multimodal person localization using WiFi and camera. From the human region of interest determined by human detection, our method builds a visual signature of the person based on kernel descriptor and performs person re-identification by applying ranking Support Vector Machine. The evaluation results on several benchmark datasets as well as our dataset built in the context of multimodal person localization confirm the robustness of the proposed method.

Pages: 102 to 111

Copyright: Copyright (c) to authors, 2016. Used with permission.

Publication date: June 30, 2016

Published in: journal

ISSN: 1942-261x