원문정보
An Algorithm for Collecting Traffic Information by Vehicle Tracking Method from CCTV Camera Images on the Highway
초록
영어
There are many inductive loop detectors under the highways in Korea. Among the other detectors, some are image detectors. Almost all image detectors are focused one or two lane of the road and are measuring traffic information. This paper propOses to an algorithm for detecting traffic information automatically from CCTV camera images installed on the highway. The information which is counted in one lane or two contains some critical errors by occlusion frequently in case of passing larger vehicles. In this paper, we use a tracking algorithm in which the detection area include all lanes, then the traffic informations are collected from the vehicles individually using difference images in this detection area. This tracking algorithm is better than lane by lane detecting algorithm. The experiment have been conducted two different real road scenes for 20 minutes. For the experiments, the images are provided with CCTV camera which was installed at Kiheung Interchange upstream of Kyongbu highway, and video recording images at Chungkye Tunnel. For image processing, images captured by frame-grabber board 30 frames per second, 640×480 pixels resolution and 256 gray-levels to reduce the total amount of data to be interpreted.
목차
1. 서론
2. 교통량 정보 수집를 위한 차량추적 알고리즘
2.1 검지영역 설정
2.2 차량 검지알고리즘
2.3 VAR(Vehicle Area Rectangle) 결정
3. 교통정보 수집 알고리즘
3.1 교통량 측정 알고리즘
3.2 속도측정 알고리즘
3.3 검지영역이동
4. 실험 및 분석
5. 결론
참고문헌
