PDE-Based Parallel Deformable Registration on a Dual Core Cluster

摘要：

Most numerical approaches for image registration with PDE method are based on the computing over the pixel matrices.As the image size increases,more time consuming is needed.Then,one of the most efficient solving methods is parallel computing.In this paper,we discuss the parallel deformable registration computing carried on the cluster.First,we present the diffusion PDE model to describe the registration problem,detail the sequential adaptive parameter computing method for searching the weight parameter correspond to the local degrees of variability in the match,then perform the parallel implementation on a 4 nodes cluster disposed by WCCS.Some experimental results show that this method can produce the large size parallel image registration and reduce the computation complexity.

作者: Jiang Murong Lin Yongyan Zhou Jun Chen Lin Chang Baoji

作者单位: Department of Computer Science and Engineering,School of Information,Yunnan University,Kunming,65009 Department of Computer Science and Engneering,School of Information,Yunnan University,Kunming,650091

会议类型: 国际会议

会议名称: 第一届智能网络与智能系统国际会议(ICINIS 2008)(The First International Conference on Intelligent Networks and Intelligent Systems)

会议地点: 武汉

会议语种:英文

在线出版日期: 2008-11-01（万方平台首次上网日期，不代表论文的发表时间）