Title :
Multiple targets tracking in traffic scene
Author :
Jing-bo, Chen ; Fang, Yang
Author_Institution :
Sch. of Electr. & Autom. Eng., ChangShu Inst. of Technol., Changshu, China
Abstract :
A simple and fast algorithm for tracking multiple targets in real-time traffic scene is presented. The connected domains of moving objects, which are segmented out by the adaptive background subtraction algorithm, are obtained by morphological operation and resolution reduction. Then the track-association algorithm is applied to track the targets. The experimental results show that the proposed method effectively solves the contradictions between continuity, real time and precision in target tracking. It can meet the requirements of an intelligent traffic supervisory system.
Keywords :
image resolution; object detection; road traffic; target tracking; adaptive background subtraction algorithm; intelligent traffic supervisory system; morphological operation; moving object domain; multiple target tracking; real-time traffic scene; resolution reduction; track-association algorithm; Educational institutions; Image resolution; Monitoring; Noise; Object detection; Real time systems; Target tracking; background subtraction; intelligent traffic supervisory system; multiple targets tracking; track-association;
Conference_Titel :
Electronics, Communications and Control (ICECC), 2011 International Conference on
Conference_Location :
Ningbo
Print_ISBN :
978-1-4577-0320-1
DOI :
10.1109/ICECC.2011.6067718
