Browse > Article
http://dx.doi.org/10.9717/kmms.2011.14.10.1243

A Vehicle Model Recognition using Car's Headlights Features and Homogeneity Information  

Kim, Mih-Ho (경북대학교 대학원 전자전기컴퓨터학부)
Choi, Doo-Hyun (경북대학교 전자공학과)
Publication Information
Abstract
This paper proposes a new vehicle model recognition using scale invariant feature transform to car's headlights image. Proposed vehicle model recognition raises the accuracy using "homogeneity" calculated from the distribution of features. In the experiment with 400 test images taken from 54 different vehicles, proposed method has 90% recognition rate and 16.45 homogeneity.
Keywords
Vehicle Model Recognition; Car Headlights; SIFT;
Citations & Related Records
Times Cited By KSCI : 1  (Citation Analysis)
연도 인용수 순위
1 M. Kagesawa, S. Ueno, K. Ikeuchi and H. Kashiwagi, "Local-Feature Based Vehicle Recognition in Infra-Red Images using Parallel Vision Board," Proceedings of the IEEE Conf. on Intelligent Robots and systems, pp. 1828-1833, 1999.
2 이효종, "신경망을 이용한 운행차량의 차종인식 연구," 전자공학회 논문지, 제42권, 제4호, pp. 69-78, 2005.
3 김종화, 최두현, "탐색영역축소 및 코너템플릿을 이용한 차량번호판 추출," 2010년도 한국멀티미디어학회 춘계학술발표대회 논문집 제13권, 제1호, pp. 31-32, 2005.
4 김민호, 최두현, "SIFT 기반 영상 타일링," 제22회 신호처리합동학술대회, pp. 319-320, 2009.
5 David G. Lowe, "Distinctive Image Features from Scale-Invariant Keypoints," Int. J . of Computer Vision, Vol.60, No.2 pp. 91-110, 2004.   DOI
6 W. Wu, Z. QiSen and W. Mingjun, "A Method of Vehicle Classification using Models and Neural Networks," Proceedings of the IEEE conf. on Vehicular Technology Conf., Vol.4, pp. 3022-3026. 2001.
7 김민호, 최두현, "차량 헤드라이트의 특징 정보를 이용한 차종 인식," 2011년 정보 및 제어 심포지움(ICS '11) 논문집, pp. 211-212, 2011.
8 나인섭, 김수형, "지능형 교통정보시스템(ITS)에 관한 국내외 기술개발 현황," 한국멀티미디어학회지 제14권 제1호, pp. 16-30, 2010. 3.
9 X. Limin, "Vehicle Shape Recovery and Recognition using Generic Models," Proceedings of the 4th World Congress on Intelligent Control and Automation, pp. 1055-1059, 2002.
10 Kyoung-Mi Lee and W. N. Street, "Automatic Iimage Segmentation and Classification using On-Line Shape Learning," Proceedings of the IEEE Workshop on Applications of Computer Vision, pp. 64-70, 2000.
11 W. Hwang and H. Ko, "Real-time vehicle recognition using local feature extraction," Electronics Letters, Vol.37, No.7, pp. 424-425, 2001.   DOI   ScienceOn