| 基于Hausdorff距离和免疫遗传算法在图像匹配的应用研究 |
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| 引用本文： | 孟飞,王仕成,杨小冈,张合新. 基于Hausdorff距离和免疫遗传算法在图像匹配的应用研究[J]. 兵工自动化, 2008, 27(2): 79-81 |
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| 作者姓名： | 孟飞 王仕成 杨小冈 张合新 |
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| 作者单位： | 第二炮兵工程学院,301教研室,陕西,西安,710025;第二炮兵工程学院,301教研室,陕西,西安,710025;第二炮兵工程学院,301教研室,陕西,西安,710025;第二炮兵工程学院,301教研室,陕西,西安,710025 |
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| 基金项目： | 国家自然科学基金项目(60772151) |
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| 摘 要： | 部分Hausdorff距离和免疫遗传算法相结合的图像匹配算法包括：定义编码与适应度函数、确定交叉变异算子及免疫操作。部分HD距离作为模板匹配的相似性测度，可有效减少匹配计算量；免疫遗传算法具有较强的鲁棒性和强大的并行搜索能力。两者的结合明显缩短匹配时间，提高匹配的精确度和鲁棒性。仿真结果验证该方法高效稳定。
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| 关 键 词： | 图像匹配 遗传算法 免疫遗传算法 部分Hausdorff距离 |
| 文章编号： | 1006-1576(2008)02-0079-03 |
| 修稿时间： | 2007-12-18 |
Application Research of Image Matching Based on Hausdorff Distance and Immune Genetic Algorithm |
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| MENG Fei,WANG Shi-cheng,YANG Xiao-gang,ZHANG He-xin. Application Research of Image Matching Based on Hausdorff Distance and Immune Genetic Algorithm[J]. Ordnance Industry Automation, 2008, 27(2): 79-81 |
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| Authors: | MENG Fei WANG Shi-cheng YANG Xiao-gang ZHANG He-xin |
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| Affiliation: | (No. 301 Staff Room, Second Artillery Engineering College, Xi＇an 710025, China) |
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| Abstract: | Image matching algorithm which based on directed Hausdorff distance and immune genetic algorithm consists of defining code and adaptive degree function,confirming intercross variation operator and immune operation.Directed HD distance is taken as the similarity measuring of template matching and effectively it can reduce the matching calculation amount;the immune genetic algorithm has powerful robust and parallel searching.An approach combining immune genetic algorithm(IGA) with Directed Hausdorff distance is presented to speed up image matching,and the precision and robust of matching.Experimental results show that the new algorithm has good performance and a much more accurate robust. |
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| Keywords: | Image matching Genetic algorithm Genetic immune algorithm Directed Hausdorff distance |
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