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
- 저널정보
- 한국산업응용수학회 JOURNAL OF THE KOREAN SOCIETY FOR INDUSTRIAL AND APPLIED MATHEMATICS Journal of the Korean Society for Industrial and Applied Mathematics Vol.21 No.2
- 발행연도
- 2017.6
- 수록면
- 63 - 73 (11page)
이용수
초록· 키워드
오류제보하기
Segmenting the image into multiple regions is at the core of image processing. Many segmentation formulations of an images with multiple regions have been suggested over the years. We consider segmentation algorithm based on the multi-phase level set method in this work. Proposed method gives the best result upon other methods found in the references. Moreover it can segment images with intensity inhomogeneity and have multiple junction. We extend our method (GLIF) in [T. Dultuya, and M. Kang, Segmentation with shape prior using global and local image fitting energy, J.KSIAM Vol.18, No.3, 225–244, 2014.] using a multiphase level set formulation to segment images with multiple regions and junction. We test our method on different images and compare the method to other existing methods.
목차
ABSTRACT
1. INTRODUCTION
2. RELATED WORKS
3. PROPOSED MODEL
4. EXPERIMENTAL RESULTS
5. CONCLUSION
REFERENCES
참고문헌 (18)
참고문헌 신청
[학술지(정기간행물)] - D. Mumford / 1989 / Optimal approximation by piecewise smooth functions and associated variational problems / Communications on pure and applied mathematics 42 : 577 ~ 685
[학술지(정기간행물)] - T. Chan / 2001 / Active contours without edges / IEEE Transactions on image processing 10 : 266 ~ 277
[학술지(정기간행물)] - S. Osher / 1988 / Fronts propagating with curvature dependent speed: algorithms based on Hamilton-Jacobi formulations / Journal of computational physics 79 : 12 ~ 49
[학술지(정기간행물)] - L.A. Vese / 2002 / A multiphase level set framework for image segmentation using the Mumford and Shah model / International journal of computer vision 50 : 271 ~ 293
[학술지(정기간행물)] - C.M. Li / 2008 / Implicit active contours driven by local binary fitting energy / IEEE transactions on image processing 17 : 1940 ~ 1949
[학술지(정기간행물)] - T. Chan / 2001 / Active contours without edges / IEEE Transactions on image processing 10 : 266 ~ 277
[학술지(정기간행물)] - S. Osher / 1988 / Fronts propagating with curvature dependent speed: algorithms based on Hamilton-Jacobi formulations / Journal of computational physics 79 : 12 ~ 49
[학술지(정기간행물)] - L.A. Vese / 2002 / A multiphase level set framework for image segmentation using the Mumford and Shah model / International journal of computer vision 50 : 271 ~ 293
[학술지(정기간행물)] - C.M. Li / 2008 / Implicit active contours driven by local binary fitting energy / IEEE transactions on image processing 17 : 1940 ~ 1949
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UCI(KEPA) : I410-ECN-0101-2018-410-000912966