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基于遗传算法的立体像对角点匹配

Stereo Corner Matching Using Genetic algorithm

中文摘要英文摘要

本文使用基因算法实现了立体像对角点匹配。使用Harris角点探测器分别对两幅影像提取数量相差较大的特征点。然后使用遗传算法,以小数量的特征点为目标,在大数量的角点中寻找对应的匹配点。本文针对匹配问题,对遗传算法的适应性函数,群体大小,变异概率等做了改进。通过实验证明匹配结果优良,可用于相对定向初始计算。

new scheme using a genetic algorithm is presented to match the corners with good features in stereo images. The corners in the tow images found by Harris corner detector are in large different quantities. By using the Genetic algorithm, the matching points of the corners with smaller quantities can be found in the other cluster. The fitness function, generation population and mutate rate used in the algorithm are specified for the matching solution. The matching result is proved good enough to relative orientation.

王玮

工程设计、工程测绘计算技术、计算机技术遥感技术

Harris角点探测器基因算法立体影像匹配

Harris corner detectorGenetic algorithmStereo matching

王玮.基于遗传算法的立体像对角点匹配[EB/OL].(2008-11-13)[2025-08-16].http://www.paper.edu.cn/releasepaper/content/200811-358.点此复制

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