计算机工程与应用2017,Vol.53Issue(20):166-172,7.DOI:10.3778/j.issn.1002-8331.1604-0398
基于多核并行化差异进化算法的图像配准方法
Multicore-based parallelized differential evolution for image registration
摘要
Abstract
With the popularization of multicore CPU,it will be the trend of CPU and be used to different applications.A multicore-based parallelized differential evolution algorithm is proposed,which takes advantage of parallel computing capabilities of multicore CPU on graphic workstation. It accomplishes the parallel evolution algorithm and realizes the multicore-based parallelized fast medical image registration.The experimental results show that,it not only has no differ-ence in precision and stability with traditional image registration based on differential evolution,but also exhibits fast con-vergence and almost has an ideal speedup.关键词
差异进化/多核处理器/并行化/图像配准Key words
differential evolution/multicore Central Processing Unit(CPU)/parallelization/image registration分类
信息技术与安全科学引用本文复制引用
曹国刚,张晴,张培君,王志敏..基于多核并行化差异进化算法的图像配准方法[J].计算机工程与应用,2017,53(20):166-172,7.基金项目
国家自然科学基金(No.41671402,No.61401281) (No.41671402,No.61401281)
上海市自然科学基金(No.14ZR1440700) (No.14ZR1440700)
上海市联盟计划资助项目(No.LM201660) (No.LM201660)
上海高校青年教师培养资助计划(No.ZZyyx15028) (No.ZZyyx15028)
上海应用技术大学引进人才基金(No.YJ2015-47). (No.YJ2015-47)