首页 | 本学科首页   官方微博 | 高级检索  
     

图像分割的遗传算法方法
引用本文:吴成柯,刘靖.图像分割的遗传算法方法[J].西安电子科技大学学报,1996,23(1):34-41.
作者姓名:吴成柯  刘靖
作者单位:西安电子科技大学通信工程学院
摘    要:提出了一种用遗传算法进行图像分割的方法。首先叙述遗传算法的基本原理和它的算法流程;接着研究用遗传算法实现图像分割,提出了单门限和双门限分割的遗传算法,并与传统的Otsu门限分割方法作了比较;最后给出了几个用遗传算法分割图像的实验结果。

关 键 词:遗传算法  图像分割  机器视觉

Image segmentation method by genetic algorithms
Wu Chengke,Liu Jing,Xu Zhengwei,Zhou Lingyun.Image segmentation method by genetic algorithms[J].Journal of Xidian University,1996,23(1):34-41.
Authors:Wu Chengke  Liu Jing  Xu Zhengwei  Zhou Lingyun
Abstract:An optimal image segmentation method by genetic algorithms (GAs) is presented. First,the principles and the flowchart of GAs are described. Then, adage segmentation is implementedby GAs' The method is adOPted for either single threshold or double threshold. We compare theme thod developed in the paper with the trnditionai segmentation method developed by Otsuabout their segmentation qualities and computational speeds.Finally, the developed method hasbeen 'experimented on several itoages with the results Of the experiments showing that the optimalimage segmentation by GAs is not only of hasher segmentation quality but alSo of higher compu-tational speed.
Keywords:s:genetic algorithms  image segmentation  optimal threshold
本文献已被 CNKI 维普 等数据库收录!
设为首页 | 免责声明 | 关于勤云 | 加入收藏

Copyright©北京勤云科技发展有限公司  京ICP备09084417号