An Adaptive Stopping Active Contour Model for Image Segmentation | |
Niu, Yuefeng1,2; Cao, Jianzhong1; Zhou, Zuofeng1 | |
刊名 | JOURNAL OF ELECTRICAL ENGINEERING & TECHNOLOGY |
2019-01 | |
卷号 | 14期号:1页码:445-453 |
关键词 | Image segmentation Active contour model Reaction diffusion Adaptive stopping method |
ISSN号 | 1975-0102;2093-7423 |
DOI | 10.1007/s42835-018-00030-8 |
产权排序 | 1 |
英文摘要 | 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. |
语种 | 英语 |
出版者 | KOREAN INST ELECTR ENG |
WOS记录号 | WOS:000459450800042 |
内容类型 | 期刊论文 |
源URL | [http://ir.opt.ac.cn/handle/181661/31175] |
专题 | 西安光学精密机械研究所_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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