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논문 기본 정보
- 자료유형
- 학술저널
- 저자정보
- 발행연도
- 2010.4
- 수록면
- 339 - 345 (7page)
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초록· 키워드
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This paper introduces GP(Genetic Programming) based robust corner detectors for scaled and rotated images. Various empirical algorithms have been studied to improve computational speed and accuracy including approaches, such as the Harris and SUSAN, FAST corner detectors. These techniques are highly efficient for well-defined corners, but are limited to corner-like edges which are often generated in rotated images. It is very difficult to detect correctly edges which have characteristics similar to corners. In this paper, we have focused the above challenging problem and proposed Genetic Programming-based automated generation of corner detectors which is robust to scaled and rotated images. The proposed method is compared to the existing corner detectors on test images and shows superior results.
목차
Abstract
Ⅰ. 서론
Ⅱ. 관련 연구
Ⅲ. GP Corner Detector
Ⅳ. 실험 및 결과 분석
Ⅴ. 결론
참고문헌
참고문헌 (14)
참고문헌 신청
1. [학술대회논문] - E. Rosten / 2008 / Faster and better: a machine learning approach to corner detection / IEEE Trans. of Pattern Analysis and Machine Intelligence
2. [학술대회논문] - H. Bay / 2006 / Surf: Speeded up robust features / Proc. of the 9th European Conf. Computer Vision : 404 ~ 417
3. [학술지(정기간행물)] - C. Harris / 1988 / A combined corner and edge detector / Proc. of the 4th Alvey Vision Conf : 147 ~ 151
4. [학술지(정기간행물)] - S. M. Smith / 1997 / SUSAN-A new approach to low level image processing / International Journal of Computer Vision 23 (1) : 45 ~ 78
5. [학술지(정기간행물)] - F. Mokhtarian / 1998 / Robust Image Corner Detection through Curvature Scale Space / IEEE Trans. of Pattern Analysis and Machine Intelligence 20 (12) : 1376 ~ 1381
2. [학술대회논문] - H. Bay / 2006 / Surf: Speeded up robust features / Proc. of the 9th European Conf. Computer Vision : 404 ~ 417
3. [학술지(정기간행물)] - C. Harris / 1988 / A combined corner and edge detector / Proc. of the 4th Alvey Vision Conf : 147 ~ 151
4. [학술지(정기간행물)] - S. M. Smith / 1997 / SUSAN-A new approach to low level image processing / International Journal of Computer Vision 23 (1) : 45 ~ 78
5. [학술지(정기간행물)] - F. Mokhtarian / 1998 / Robust Image Corner Detection through Curvature Scale Space / IEEE Trans. of Pattern Analysis and Machine Intelligence 20 (12) : 1376 ~ 1381
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UCI(KEPA) : I410-ECN-0101-2013-569-003310859