标题:A parallel segmentation method of medical image based on cluster system
作者:Peng, Yanjun ;Wang, Yuanhong
作者机构:[Peng, Yanjun ;Wang, Yuanhong ] Department of Computer Science, Shandong University of Science and Technology, Qingdao, China
会议名称:2013 International Conference on Communication Technology, ICCT 2013
会议日期:November 15, 2013 - November 16, 2013
来源:WIT Transactions on Information and Communication Technologies
出版年:2014
卷:51
页码:1415-1423
DOI:10.2495/ICCT131582
摘要:A parallel segmentation algorithm of single medical image and sequence images based on active contour model is proposed in this paper. We give out the initial contour forecast segmentation model of 3D medical image first, and then, numerical solution of the image segmentation model algorithm is presented, send data blocks to different processors to do numerical calculations, finally combine the segmentation results. At the same time, parallel designing methods of node allocation, task allocation, and load balancing methods are researched. The experiment results show that the parallel method can significantly improve the segmentation speed of 3D medical image. © 2014 WIT Press.
收录类别:EI
资源类型:会议论文
TOP