Title: Automated real-time vehicle classifier development based on vehicle signature
Author: Seri Park, Stephen G. Ritchie
Tetra Tech Inc., 16241 Laguna Canyon Road, Suite 200, Irvine, CA 92618, USA.
Department of Civil and Environmental Engineering, and Institute of Transportation Studies, University of California – Irvine, Irvine, CA 92697, USA
Abstract: Complete and accurate traffic information is becoming more and more available with the advance in transportation surveillance technology. Especially, vehicle classification information can contribute to many transportation related fields such as road pavement management, estimation of polluted emission etc. In previous sections and chapters, it was shown that vehicle signature is function of vehicle type and traffic conditions. By exploiting this concept, the algorithm development in vehicle classification is investigated and corresponding results are presented.
Keywords: inductive loop detector; ILD; vehicle signature; vehicle classification; traffic information; transport surveillance; vehicle type; traffic conditions; vehicle recognition; vehicle identification; traffic analysis; traffic modelling.
Int. J. of Granular Computing, Rough Sets and Intelligent Systems, 2009 Vol.1, No.2, pp.164 - 178
Available online: 27 Aug 2009