지원사업
학술연구/단체지원/교육 등 연구자 활동을 지속하도록 DBpia가 지원하고 있어요.
커뮤니티
연구자들이 자신의 연구와 전문성을 널리 알리고, 새로운 협력의 기회를 만들 수 있는 네트워킹 공간이에요.
논문 기본 정보
- 자료유형
- 학술저널
- 저자정보
- 발행연도
- 2013.12
- 수록면
- 1,099 - 1,104 (6page)
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초록· 키워드
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This paper presents a learning-based visual inspection method that addresses the need for an improved adaptability of a visual inspection system for parts verification in panorama sunroof assembly lines. It is essential to ensure that the many parts required (bolts and nuts, etc.) are properly installed in the PLC sunroof manufacturing process. Instead of human inspectors, a visual inspection system can automatically perform parts verification tasks to assure that parts are properly installed while rejecting any that are improperly assembled. The proposed visual inspection method is able to adapt to changing inspection tasks and environmental conditions through an efficient learning process. The proposed system consists of two major modules: learning mode and test mode. The SVM (Support Vector Machine) learning algorithm is employed to implement part learning and verification. The proposed method is very robust for changing environmental conditions, and various experimental results show the effectiveness of the proposed method.
목차
Abstract
Ⅰ. 서론
Ⅱ. 제안하는 썬루프 비전 검사 시스템
Ⅲ. 실험결과
Ⅳ. 결론
REFERENCES
참고문헌 (8)
참고문헌 신청
1. [기타자료] - AIA (Automated Imaging Association) / 2010 / AIA (Automated Imaging Association), n.d., veiwed January 2010
2. [학술대회논문] - S. Lee / 2013 / The inspection for volts on vehicle frames using polar coordinated histogram / The 25 th Workshop on Image Procesesing and Image Understanding : 106 ~
3. [학술지(정기간행물)] - C. Cortes / 1995 / Support-Vector Networks / Machine Learning 20
4. [단행본] - V. Vapnik / 1995 / The Nature of Statistical Learning Theory / Springer-Verlag
5. [학술대회논문] - C.-X. Dong / 2003 / An algorithm of estimating the generalization performance of RBF-SVM / Proc. of the Fifth International Conference on Computational Intelligence and Multimedia Applications (ICCIMA’03) : 61 ~ 66
2. [학술대회논문] - S. Lee / 2013 / The inspection for volts on vehicle frames using polar coordinated histogram / The 25 th Workshop on Image Procesesing and Image Understanding : 106 ~
3. [학술지(정기간행물)] - C. Cortes / 1995 / Support-Vector Networks / Machine Learning 20
4. [단행본] - V. Vapnik / 1995 / The Nature of Statistical Learning Theory / Springer-Verlag
5. [학술대회논문] - C.-X. Dong / 2003 / An algorithm of estimating the generalization performance of RBF-SVM / Proc. of the Fifth International Conference on Computational Intelligence and Multimedia Applications (ICCIMA’03) : 61 ~ 66
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UCI(KEPA) : I410-ECN-0101-2014-560-003430811