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基于蜂王进化遗传算法的特征匹配方法

DOI: 10.11834/jig.200508186

Keywords: 计算机视觉,特征匹配,遗传算法,蜂王进化,对极几何

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Abstract:

提出了一种新颖的基于蜂王进化遗传算法的特征匹配方法,采用改进版Harris角点检测器提取出特征点,设计了一种新的染色体编码方法对特征点间的匹配关系进行编码,并相应为其开发了有效的交叉和变异操作,考虑5种匹配约束条件,利用蜂王进化机制和线性排队选择以及优胜替换,迅速获得全局最优解。实验结果表明该方法实现了快速、准确的角点匹配。

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