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논문 기본 정보
- 자료유형
- 학술저널
- 저자정보
- 저널정보
- 한국정보처리학회 JIPS(Journal of Information Processing Systems) JIPS(Journal of Information Processing Systems) 제15권 제1호
- 발행연도
- 2019.1
- 수록면
- 7 - 21 (15page)
이용수
초록· 키워드
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In order to improve the edge segmentation effect of the level set image segmentation and avoid the influence ofthe initial contour on the level set method, a saliency level set image segmentation model based on local Renyientropy is proposed. Firstly, the saliency map of the original image is extracted by using saliency detectionalgorithm. And the outline of the saliency map can be used to initialize the level set. Secondly, the local energyand edge energy of the image are obtained by using local Renyi entropy and Canny operator respectively. Atthe same time, new adaptive weight coefficient and boundary indication function are constructed. Finally, thelocal binary fitting energy model (LBF) as an external energy term is introduced. In this paper, the contrastexperiments are implemented in different image database. The robustness of the proposed model forsegmentation of images with intensity inhomogeneity and complicated edges is verified.
목차
등록된 정보가 없습니다.
참고문헌 (19)
참고문헌 신청
S. Osher / 1988 / Fronts propagating with curvature-dependent speed : algorithms based on Hamilton-Jacobi formulations / Journal of Computational Physics 79(1):12~49
T. F. Chan / 2001 / Active contours without edges / IEEE Transactions on Image Processing 10(2):266~277
C. Li / 2007 / Implicit active contours driven by local binary fitting energy / Proceedings of IEEE Conference on Computer Vision and Pattern Recognition :1~7
K. Zhang / 2010 / Active contours driven by local image fitting energy / Pattern Recognition 43(4):1199~1206
G. Pan / 2013 / Active contour model driven by local entropy energy / Journal of Image and Graphics(China) 18(1):78~85
T. F. Chan / 2001 / Active contours without edges / IEEE Transactions on Image Processing 10(2):266~277
C. Li / 2007 / Implicit active contours driven by local binary fitting energy / Proceedings of IEEE Conference on Computer Vision and Pattern Recognition :1~7
K. Zhang / 2010 / Active contours driven by local image fitting energy / Pattern Recognition 43(4):1199~1206
G. Pan / 2013 / Active contour model driven by local entropy energy / Journal of Image and Graphics(China) 18(1):78~85
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