Proceedings of the KIEE Conference (대한전기학회:학술대회논문집)
- 1993.07a
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- Pages.439-441
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- 1993
Tire Tread Pattern Classification Using Fuzzy Clustering Algorithm
퍼지 클러스터링 알고리즘을 이용한 타이어 접지면 패턴의 분류
- Kang, Yoon-Kwan (Dept of Electrical Eng. Korea Univ.) ;
- Jung, Soon-Won (Dept of Electrical Eng. Korea Univ.) ;
- Bae, Sang-Wook (Dept of Electrical Eng. Korea Univ.) ;
- Park, Tae-Hong (Dept of Electrical Eng. Korea Univ.) ;
- Kim, Min-Gi (Dept. of Bioelectronic Eng. Korea Univ.) ;
- Park, Gwi-Tae (Dept of Electrical Eng. Korea Univ.)
- 강윤관 (고려대학교 전기공학과) ;
- 정순원 (고려대학교 전기공학과) ;
- 배상욱 (고려대학교 전기공학과) ;
- 박태홍 (고려대학교 전기공학과) ;
- 김민기 (고려대학교 의용전자공학과) ;
- 박귀태 (고려대학교 전기공학과)
- Published : 1993.07.18
Abstract
A tire tread pattern recognition scheme of which the pattern recognition algorithm is designed based on the fuzzy hierarchical clustering method is proposed and compared with the scheme based on the conventional FCM. The features are extracted from the binary images of the tire tread patterns. In the proposed scheme, the protoypes are obtained more easily and schematically than obtained prototypes using FCM. The experimental results of classification for the practical situations are given and shows the usefulness of the proposed scheme.
Keywords