自然数编码遗传算法在图像相关匹配中的应用
APPLICATION OF NATURAL NUMBER CODING GENETIC ALGORITHM FOR IMAGE CORRELATION MATCHING
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摘要: 引入遗传算法解决图像相关匹配的耗时问题,利用二进制编码和自然数编码分别设计相关匹配的遗传算法。实验表明在图像相关匹配应用中,自然数编码比二进制编码不仅实用,而且运算速度快。
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关键词:
- 遗传算法; 相关匹配; 目标检测
Abstract: In order to save the computational time of the image correlation matching, genetic algorithm is imported. Both binary coding and natural number coding genetic algorithms are implemented for correlation matching respectively. The results show that natural number-coding method not only is practical, but also runs faster than binary coding method in the application of image correlation matching. -
余松煜,张文军,孙军,现代图像信息压缩技术,科学出版社,1998,55[2]Zbigniew Michalewicz, Genetic Algorithm+Data Structure=Evolution Programs. 3rd ed. Berlin, Springer Verlag, 1996, Chap4.
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