The automatic recognition of the plate of vehicle using the correlation coefficient and hough transform

상관계수와 하프변환을 이용한 차량번호판 자동인식

  • Kim, Kyoung-Min (Yosu National Fisheries University) ;
  • Lee, Byung-Jin (Dept. of Electrical Electronics Communication Engineering, Korea University) ;
  • Lyou, Kyoung (Dept. of Electrical Electronics Communication Engineering, Korea University) ;
  • Park, Gwi-Tae (Dept. of Electrical Electronics Communication Engineering, Korea University)
  • 김경민 (국립여수수산대학교) ;
  • 이병진 (고려대학교 전기전자전파공학부) ;
  • 류경 (고려대학교 전기전자전파공학부) ;
  • 박귀태 (고려대학교 전기전자전파공학부)
  • Published : 1997.10.01


This paper presents the automatic recognition algorithm of the license number in on vehicle image. The proposed algorithm uses the correlation coefficient and Hough transform to detect license plate. The m/n ratio reduction is performed to save time and memory. By the correlation coefficient between the standard pattern and the target pattern, licence plate area is roughly extracted. On the extracted local area, preprocessing and binarization is performed. The Hough transform is applied to find the extract outline of the plate. If the detection fails, a smaller or a larger standard pattern is used to compute the correlation coefficient. Through this process, the license plate of different size can be extracted. Two algorithms to each separate number are proposed. One segments each number with projection-histogram, and the other segments each number with the label. After each character is separated, it is recognized by the neural network. This research overlomes the problems in conventional methods, such as the time requirement or failure in extraction of outlines which are due to the processing of the entire image, and by processing in real time, the practical application is possible.


  1. 전자공학회논문지 v.24 no.2 컴퓨터 영상 처리를 이용한 차량 번호판 추출 방법 崔亨振;吳永煥;安居院 猛;中鳥正之
  2. 제 6 회 신호처리합동 학술대회 논문집 v.6 no.1 실시간 자동차 번호판 좌표 추적에 관한 연구 최환수
  3. Digital Image Processing Rafael C;Gonzalez;Richard E;Woods
  4. 학습하는 기계 신경망 이상원
  5. 화상 처리 기초 金太均;崔亨振
  6. 전자공학회 논문지 v.30 no.7 신호 처리 기법을 응용한 차량번호판 추출방법 金炳兌;尹皓燮
  7. CNN신경망을 이용한 차량 번호판 인식 이완호;김은석(中略)
  8. 패턴인식의 원리 v.I;II 이성환