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Automated Visual Inspection System of Junction Box using Color Inspection and Template Matching  

Park, Byung-Joon (국민대학교 컴퓨터학부)
Hahn, Kwang-Soo (국민대학교 컴퓨터학부)
Lee, Ho-Jun (VS-TECH 연구원)
Publication Information
Abstract
The Automobile has developed and changed through the years from the invention and increased human-being's scope of activity. Junction Box, one of the part of automobile, is inspected by human eyes which caused mistakes and slow progress. To achieve the speed and accuracy the system was compensated by vision system which is inspecting automatically. This paper is automatic inspection of fuse and relay which is inserted in the junction box by checking the color and pattern of the cover. After checking the performance of the system by using the junction box, the result was 100 percent perception and open the possibility to inspect junction box fast and easy and accurate if it is applied to the industry.
Keywords
Junction BOX; Color Inspection; Template Matching; Automated Visual Inspection; Image Processing;
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1 R. T. Chin, and C. A. Harlow, "Automated Visual Inspection: A Survey," IEEE Transaction on Pattern Analysis and Machine Intelligence, Vol.PAMI-4, No.6, pp. 557-573, Nov. 1982.   DOI
2 Y Cai, and C. Chen, "The Artificial Neural Network Method for Tea Classification" Proceeding of 1993 International Joint Conference on Neural Network, Nagoya, pp.975-978, 1993.
3 R. K. Jr. McConnell, and H.H. Jr. Blau, "A powerful, inexpensive approach to real-time color classification," Proceedings Soc. Mfg. Engs. Applied Machine Vision Conference '92, June 1-4, 1992, Atlanta, SME Technical Paper MS92- 64, Society of Manufacturing Engineers, Dearborn, Michigan, 1992.
4 서창진, 육창근, 강병호, 차의영, "자동차 번호판 영역에서의 문자추출과 신경회로망을 이용한 문자인식," 한국정보처리 학회 춘계 학술발표 논문집,pp. 1101-1104, 1997.
5 나현찬, 노병옥, 유영기, 조형석, "인쇄회로기판의 패턴 검사용 조명장치설계," 대한기계학회논문집(A), 제21권 1호, pp. 1-11, 1997.
6 L. D. Stefano, A. Bulgarelli, "A Simple and Efficient Connected Components Labeling Algorithm," iciap, pp.322, 10th International Conference on Image Analysis and Processing (ICIAP'99), 1999.
7 K W. Tobin, , S. S. Gleason, F. Lakhani, and M. H, Bennett, "Automated Analysis for Rapid Defect Sourcing and Yield Learning," Future Fab International, Vol.4, Technology Publishing Ltd., London, pp. 313-327, 1997.
8 A. Goshtasby, "Template matching in rotated images," IEEE Transactions on Pattern Analysis and Machine Intelligence, pp. 338-344, May 1985.
9 강동중, 하종은, "Visual C++을 이용한 디지털영상 처리, 사이텍미디어," chap 12, 2003.