Title :
Acquisition of traffic information using a video camera with 2D spatio-temporal image transformation technique
Author :
Li, Chunxiao ; Ikeuchi, Katsushi ; Sakauchi, Masao
Author_Institution :
Inst. of Ind. Sci., Tokyo Univ., Japan
fDate :
6/21/1905 12:00:00 AM
Abstract :
Road observation is a very important work for traffic information collection, regularizing traffic, traffic management and urban planning. In this paper, we present a new method for traffic information acquisition from images taken by a camera set over a road, and a 2D spatio-temporal image technique for vehicle detection and description in road observation is discussed. In this research, our objective is not only to detect the vehicles on a road, but also to acquire 3D information about individual vehicles, which is useful for vehicle classification and description. 3D vehicle structures include many horizontal lateral lines. These lines include information for determining the vehicle structure. In the processing, we take these horizontal lines of vehicles as specific features for vehicle detection. The 3D information of the feature lines is obtained from the 2D spatio-temporal image created from the images taken by the camera over the road
Keywords :
edge detection; image classification; object detection; road traffic; road vehicles; town and country planning; traffic information systems; video cameras; 2D spatio-temporal image transformation technique; 3D vehicle structures; horizontal lateral lines; road observation; traffic information acquisition; traffic management; traffic regularization; urban planning; vehicle classification; vehicle description; vehicle detection; video camera; Cameras; Computer vision; Fluid flow measurement; Hardware; Image sequences; Motion segmentation; Road vehicles; Shape; Urban planning; Vehicle detection;
Conference_Titel :
Intelligent Transportation Systems, 1999. Proceedings. 1999 IEEE/IEEJ/JSAI International Conference on
Conference_Location :
Tokyo
Print_ISBN :
0-7803-4975-X
DOI :
10.1109/ITSC.1999.821135