Skip to Main content Skip to Navigation
Conference papers

SSD and Histogram for Person Re-identification System

Abstract : In this paper, we give the design and implementation of a system for person re-identification in a camera network, based on the appearance. This system seeks to construct an online database that contains the history of every person that enters the field of view of the cameras. This system is qualified to associate an identifier to each detected person, which keeps this identifier in the same camera and in other cameras even if he or she disappears and then appears again. Our system comprises a moving objects detection step that is implemented using the Mixture of Gaussians method and a proposed difference method, to improve the detection results. It also comprises a tracking step that is implemented using the sum of squared differences algorithm. The re-identification stage is realized using two steps: the intersection of tracking and detection for the temporal association, the histogram for comparison. The global system was tested on a real data set collected by three cameras. The experimental results show that our approach gives very satisfactory results.
Document type :
Conference papers
Complete list of metadata

Cited literature [24 references]  Display  Hide  Download
Contributor : Hal Ifip Connect in order to contact the contributor
Submitted on : Wednesday, November 7, 2018 - 10:33:10 AM
Last modification on : Thursday, November 8, 2018 - 1:21:13 PM
Long-term archiving on: : Friday, February 8, 2019 - 1:03:16 PM


Files produced by the author(s)


Distributed under a Creative Commons Attribution 4.0 International License



Abdullah Salem Baquhaizel, Safia Kholkhal, Belal Alshaqaqi, Mokhtar Keche. SSD and Histogram for Person Re-identification System. 6th IFIP International Conference on Computational Intelligence and Its Applications (CIIA), May 2018, Oran, Algeria. pp.585-596, ⟨10.1007/978-3-319-89743-1_50⟩. ⟨hal-01913904⟩



Record views


Files downloads