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Recognition of Car License Plates Using Fuzzy Clustering Algorithm
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  • Recognition of Car License Plates Using Fuzzy Clustering Algorithm
  • Recognition of Car License Plates Using Fuzzy Clustering Algorithm
저자명
Cho. Jae-Hyun,Lee. Jong-Hee
간행물명
International journal of maritime information and communication sciences
권/호정보
2008년|6권 4호|pp.444-447 (4 pages)
발행정보
한국해양정보통신학회
파일정보
정기간행물|ENG|
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기타
이 논문은 한국과학기술정보연구원과 논문 연계를 통해 무료로 제공되는 원문입니다.
서지반출

기타언어초록

In this paper, we proposed the recognition system of car license plates to mitigate traffic problems. The processing sequence of the proposed algorithm is as follows. At first, a license plate segment is extracted from an acquired car image using morphological features and color information, and noises are eliminated from the extracted license plate segment using line scan algorithm and Grassfire algorithm, and then individual codes are extracted from the license plate segment using edge tracking algorithm. Finally the extracted individual codes are recognized by an FCM algorithm. In order to evaluate performance of segment extraction and code recognition of the proposed method, we used 100 car images for experiment. In the results, we could verify the proposed method is more effective and recognition performance is improved in comparison with conventional car license plate recognition methods.