Car Detection in Consecutive Road Images by Stochastic Model
Masahiro Tanaka, Ryo Hamamura, Andrzej Bargieła · Proceedings of the ISCIE International Symposium on Stochastic Systems Theory and its Applications · 2005
This paper discusses the image processing part in the hierarchical processing of traffic images of real-time. Since the camera is subject to pan and tilt, we first calibrate the camera position via image itself, and then extract the car imformation using stochastic model of the background. The moving objects like cars are treated as some occluding object. The processed result show a good performance.