In recent years, the development of automatic traf(Ec surveillance system has received great attention in the academic and industrial research. Based on computer vision technology, the purpose of this work is to construct the traf(Ec surveillance system on the highway for estimating tratlEc parameters, such as vehicle counting and classiffication. The proposed system mainly consists of three steps including vehicle region extraction, vehicle tracking, and classi