Title :
Vision-based traffic surveillance system on the Internet
Author :
Park, Se Hyun ; Jung, Keechul ; Hea, Jun Koo ; Kim, Hang Joon
Author_Institution :
Dept. of Comput. Eng., Kyungpook Nat. Univ., Taegu, South Korea
Abstract :
Many research projects are currently in progress on the application of machine vision to traffic surveillance systems. We present a vision based traffic surveillance system on the Internet. Our system consists of FPAs (Field Processing Agents) and TSM (Traffic Surveillance Manager). The FPAs and TSM both communicate with each other on the Internet. The FPA is a Web server which serves real time video data, vehicle velocity and vehicle density when the TSM requests them. An FPA consists of a communication module and an image processing module. The image processing module in the FPA performs traffic parameter estimation. Traffic parameters are estimated by just processing groups of image pixels without any understanding of the image. Although this has an accuracy limitation, it can be used in applications requiring an approximate vehicle density and vehicle velocity
Keywords :
Internet; computer vision; parameter estimation; real-time systems; surveillance; traffic information systems; video signal processing; FPAs; Field Processing Agents; Internet; TSM; TSM requests; Traffic Surveillance Manager; Web server; communication module; image pixels; image processing module; machine vision; real time video data; traffic parameter estimation; vehicle density; vehicle velocity; vision based traffic surveillance system; Application software; Computer vision; Data mining; Detectors; Internet; Parameter estimation; Protocols; Shape; Surveillance; Vehicles;
Conference_Titel :
Computational Intelligence and Multimedia Applications, 1999. ICCIMA '99. Proceedings. Third International Conference on
Conference_Location :
New Delhi
Print_ISBN :
0-7695-0300-4
DOI :
10.1109/ICCIMA.1999.798529