Description: Matlab实现的图像配准程序,运用互信息,PSO等进行了优化。
-Matlab to achieve image registration procedures, the use of mutual information, PSO, etc. were optimized. Platform: |
Size: 19456 |
Author:胡骞 |
Hits:
Description: 基于互信息的图像配准,使用pso和powell优化算法,GUI界面,proj.m-Based on mutual information image registration, use the pso and powell optimization, GUI interfaces, proj.m Platform: |
Size: 21504 |
Author:周一一 |
Hits:
Description: 摘 要 为了实现快速精确的图像配准, 提出了基于改进粒子群优化算法的互信息图像配准方法, 以互信息作为图像配准的相似性测度, 使用改进的 PSO 算法来求解配准所需的空间变换参数 改进的粒子群算法引入组织的概念把整个种群划分为多个子群体共同进化, 并引入变异运算减少算法陷入局部最优 把改进的粒子群优化算法应用到医学图像配准领域上来, 实验结果表明, 算法能够得到比较满意的配准结果-Abstract In order to realize the fast precise image registration,a mutual information image registration method based on improved particle swarm optimization is proposed. Mutual information is used as the similar measure. The improved particle swarm optimization algorithm solves the space transformation parameters of registration. The organization concept is introduced in the method to divide the entire population into several sub-groups,meanwhilthe mutation operation in genetic algorithm is introduced to reduce the local extreme. And improved PSO is used in the medical image registration. The results show that the method can achieve more satisfied results of the image registration. Platform: |
Size: 191488 |
Author:vivi |
Hits:
Description: 这是一个PSO与互信息对图像配准的Matlab程序!支持不同图像的配准!-This is a PSO and mutual information image registration Matlab program! Support different image registration! Platform: |
Size: 833536 |
Author:阿宝 |
Hits:
Description: 一个完整的基于互信息的图像配准程序,包括POWELL和PSO两种优化算法,可对有平移和旋转的两幅图像实现准确配准。-A complete image registration based on mutual information procedure, including two POWELL and PSO optimization algorithm can be run properly. Platform: |
Size: 4096 |
Author:chen |
Hits:
Description: 基于互信息的图像配准,提供pso和powell优化算法,GUI界面(对网上程序稍作调整,里面的注释是本人添加,在matlab2012b上亲测有用)-Based on mutual information image registration, use the pso and powell optimization, GUI interfaces Platform: |
Size: 143360 |
Author:林 |
Hits: