As interest in autonomous driving system has increased recently, variety of ADAS technologies that are responsible for safety of passengers are receiving attention. Realtime analysis and robust vehicle detection are essential for ADAS technology to cope with rapidly changing road conditions. In this paper, we propose a real-time vehicle detection system based on correlation filter.