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›› 2003, Vol. 29 ›› Issue (20): 24-.

• 论文 • 上一篇    下一篇

一种基于遗传算法的立体匹配方法

吕朝辉,张兆扬,安平   

  1. 上海大学通信与信息工程学院,上海大学通信与信息工程学院,上海大学通信与信息工程学院 上海 200072
  • 发布日期:2003-10-25

A Stereo Matching Method Based on Genetic Algorithm

LV Chaohui, ZHANG Zhaoyang, AN Ping   

  1. (School of Communication and Information Engineering, Shanghai University, Shanghai 200072)
  • Published:2003-10-25

摘要: 根据遗传算法容易获得全局最优解的特点,文章首先利用沈俊边缘检测算子获得图像的边缘特征,然后改进了遗传算法,设计了染色体表示方法、适应度函数以及相应的遗传操作,使之适合于立体匹配的要求。实验结果表明该方法效果良好,具有实用价值。

关键词: 立体匹配, 边缘检测, 遗传算法

Abstract: According to the characteristic that genetic algorithm can easily acquire entirely optimal answer, image edge feature is detected firstly using Shenjun edge detecting operator in this paper and then GA is improved. In order to satisfy the demand of stereo matching, chromosome express method, the fitness function and corresponding genetic operators are designed. Experimental results show that the proposed method is effective and of great practical value.

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