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一种基于遗传算法的立体匹配方法
A Stereo Matching Method Based on Genetic Algorithm
【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。
【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.
【基金】 国家自然科学基金资助项目(60202015)
- 【文献出处】 计算机工程 ,Computer Engineering , 编辑部邮箱 ,2003年20期
- 【分类号】TP391.41
- 【被引频次】20
- 【下载频次】228