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학술연구/단체지원/교육 등 연구자 활동을 지속하도록 DBpia가 지원하고 있어요.
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논문 기본 정보
- 자료유형
- 학술저널
- 저자정보
- 발행연도
- 2011.6
- 수록면
- 587 - 595 (9page)
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초록· 키워드
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In this paper, we focus on the issue of automatic selection for multi-level threshold, and we greatly improve the efficiency of Otsu’s method for image segmentation based on genetic algorithm. We have investigated and evaluated the performance of the Otsu and Valley-emphasis threshold methods. Based on this observation we propose a method for automatic threshold method that segments an image into more than two regions with high performance and processing in real-time. Our paper introduced new peak detection, combines with evolution algorithm using MAGA (Modified Adaptive Genetic Algorithm) and HCA (Hill Climbing Algorithm), to find the best threshold automatically, accurately, and quickly. The experimental results show that the proposed evolutionary algorithm achieves a satisfactory segmentation effect and that the processing time can be greatly reduced when the number of thresholds increases.
목차
Abstract
Ⅰ. 서론
Ⅱ. 기존의 문턱값 자동선정 기법
Ⅲ. 제안된 문턱값 자동선정 기법
Ⅳ. 실험결과 및 고찰
Ⅴ. 결론
참고문헌
참고문헌 (17)
참고문헌 신청
1. [학술지(정기간행물)] - F. Yana / 2005 / A multistage adaptive thresholding method / Pattern Recognit. Lett 26 (8) : 1183 ~ 1191
2. [학술지(정기간행물)] - H. F. Ng / 2006 / Automatic thresholding for defect detection / Pattern Recognit. Lett 27 (14) : 1644 ~ 1649
3. [학술대회논문] - J. Jin / 2009 / Methodology for potatoes defects detection with computer vision / Proc. of International Symposium on Information Processing : 346 ~ 351
4. [학술지(정기간행물)] - Y. C. Chiou / 2010 / Intelligent segmentation method for real-time defect inspection system / Comput. Indust 61 (7) : 646 ~ 658
5. [학술대회논문] - C. Su / 2006 / A real-time adaptive thresholding for video change detection / Proc. of International Conference on Image Processing : 57 ~ 160
2. [학술지(정기간행물)] - H. F. Ng / 2006 / Automatic thresholding for defect detection / Pattern Recognit. Lett 27 (14) : 1644 ~ 1649
3. [학술대회논문] - J. Jin / 2009 / Methodology for potatoes defects detection with computer vision / Proc. of International Symposium on Information Processing : 346 ~ 351
4. [학술지(정기간행물)] - Y. C. Chiou / 2010 / Intelligent segmentation method for real-time defect inspection system / Comput. Indust 61 (7) : 646 ~ 658
5. [학술대회논문] - C. Su / 2006 / A real-time adaptive thresholding for video change detection / Proc. of International Conference on Image Processing : 57 ~ 160
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UCI(KEPA) : I410-ECN-0101-2013-569-003284667