A.G Sorkhi - Faculty of Computer and Information Technology, Shahrood University of Technology, Shahrood, Iran
H Hassanpour - Faculty of Computer and Information Technology, Shahrood University of Technology, Shahrood, Iran
P.L Mazzeo - Institute of Applied Sciences and Intelligent System - CNR. Via della Libertà 3, 73010 Arnesano (Lecce), Italy

Non-overlapping field-of-view (FOV) cameras are used in surveillance system to cover a wider area. Tracking in such systems is generally performed in two distinct steps. In the first step, people are identified and tracked in the FOV of a single camera. In the second step, re-identification of the people is carried out to track them in the whole area under surveillance. Various conventional features such as clothes and appearance of person have been used to identify peoples in the cameras. However, similarity between appearance and clothes of people causes unreliable results. Thus, much reliab