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논문검색

고속도로변 폐쇄회로 카메라 영상에서 트래킹에 의한 교통정보수집 알고리즘

원문정보

An Algorithm for Collecting Traffic Information by Vehicle Tracking Method from CCTV Camera Images on the Highway

이인정, 민중영, 장영상

피인용수 : 0(자료제공 : 네이버학술정보)

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

Abstract
 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

키워드

저자정보

  • 이인정 In Jung Lee. 호서대학교 컴퓨터공학부 부교수
  • 민중영 Joon Young Min. 상지영서대학교 전자상거래학과 부교수
  • 장영상 Young Sang Jang. 호서대학교 평생교육원 전임교수

참고문헌

자료제공 : 네이버학술정보

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