Segmentation based on routing image algorithms

Hongzhe Yang*, Jian Yang, Yongtian Wang, Yue Liu

*此作品的通讯作者

科研成果: 书/报告/会议事项章节会议稿件同行评审

摘要

This paper presents a novel image segmentation method in which energy function is based on global region information while not only on edge information. Image segmentation can be viewed as a routing problem. In order to obtain the optimal segmentation, the Shortest Path Faster Algorithm (SPFA) is used to optimize the discrete grid energy function. As the commonly used Live-Wire algorithm is easy to obtain mistake segmentation when the strong edges and the weak edges are close to each other, the interactive segmentation method is proposed for the precise boundaries estimation. The developed method has been tested on both clinical medical images and natural scene images. It can be seen that the developed method is very fast and effective, and can obtain good segmentation results.

源语言英语
主期刊名Proceedings - 6th International Conference on Image and Graphics, ICIG 2011
424-428
页数5
DOI
出版状态已出版 - 2011
活动6th International Conference on Image and Graphics, ICIG 2011 - Hefei, Anhui, 中国
期限: 12 8月 201115 8月 2011

出版系列

姓名Proceedings - 6th International Conference on Image and Graphics, ICIG 2011

会议

会议6th International Conference on Image and Graphics, ICIG 2011
国家/地区中国
Hefei, Anhui
时期12/08/1115/08/11

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引用此

Yang, H., Yang, J., Wang, Y., & Liu, Y. (2011). Segmentation based on routing image algorithms. 在 Proceedings - 6th International Conference on Image and Graphics, ICIG 2011 (页码 424-428). 文章 6005837 (Proceedings - 6th International Conference on Image and Graphics, ICIG 2011). https://doi.org/10.1109/ICIG.2011.159