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An Adaptive Stopping Active Contour Model for Image Segmentation
Niu, Yuefeng1,2; Cao, Jianzhong1; Zhou, Zuofeng1
作者部门动态光学成像研究室
2019-01
发表期刊JOURNAL OF ELECTRICAL ENGINEERING & TECHNOLOGY
ISSN1975-0102;2093-7423
卷号14期号:1页码:445-453
产权排序1
摘要

Active contour models (ACMs) are widely used in image segmentation applications. However, the selection of maximum iterations which controls the convergence of the ACMs is still a challenging problem. In this paper, an adaptive method for choosing the optimal number of iterations based on the local and global intensity fitting energy is proposed, which increases the automaticity of the active contour model. Moreover, the adoption of the reaction diffusion (RD) method instead of the distance regularization term can improve the accuracy and speed of segmentation effectively. Experimental results on synthetic and real images show that the proposed model outperforms other representative models in terms of accuracy and efficiency.

关键词Image segmentation Active contour model Reaction diffusion Adaptive stopping method
DOI10.1007/s42835-018-00030-8
收录类别SCI
语种英语
WOS记录号WOS:000459450800042
出版者KOREAN INST ELECTR ENG
引用统计
文献类型期刊论文
条目标识符http://ir.opt.ac.cn/handle/181661/31175
专题动态光学成像研究室
通讯作者Niu, Yuefeng
作者单位1.Chinese Acad Sci, Xian Inst Opt & Precis Mech, Xian 710119, Shaanxi, Peoples R China
2.Univ Chinese Acad Sci, Beijing 100049, Peoples R China
推荐引用方式
GB/T 7714
Niu, Yuefeng,Cao, Jianzhong,Zhou, Zuofeng. An Adaptive Stopping Active Contour Model for Image Segmentation[J]. JOURNAL OF ELECTRICAL ENGINEERING & TECHNOLOGY,2019,14(1):445-453.
APA Niu, Yuefeng,Cao, Jianzhong,&Zhou, Zuofeng.(2019).An Adaptive Stopping Active Contour Model for Image Segmentation.JOURNAL OF ELECTRICAL ENGINEERING & TECHNOLOGY,14(1),445-453.
MLA Niu, Yuefeng,et al."An Adaptive Stopping Active Contour Model for Image Segmentation".JOURNAL OF ELECTRICAL ENGINEERING & TECHNOLOGY 14.1(2019):445-453.
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