| 改进HD距离和遗传算法的图像匹配研究 |
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| 引用本文： | 刘晋胜,彭志平,周靖.改进HD距离和遗传算法的图像匹配研究[J].电视技术,2011,35(15):46-49. |
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| 作者姓名： | 刘晋胜 彭志平 周靖 |
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| 作者单位： | 广东石油化工学院计算机与电子信息学院,广东茂名,525000 |
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| 基金项目： | 广东省自然科学基金项目(8152500002000003) |
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| 摘 要： | 针对高分辨力图像匹配点难于确定且运算量大的问题,提出一种加权Hausdorff(HD)距离和多策略并行遗传算法相结合的图像匹配算法.算法采用概率加权Hausdorff距离,减少噪声、出格点等对匹配的影响,并利用多策略并行遗传算法的并行处理能力对概率加权Hausdorff距离进行寻优,提高匹配速度.试验结果表明,该算法对...
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| 关 键 词： | 图像匹配 Hausdorff距离 多策略并行遗传算法 |
Research on Image Matching of Improved HD Distance Genetic Algorithm |
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| LIU Jinsheng,PENG Zhiping,ZHOU Jing.Research on Image Matching of Improved HD Distance Genetic Algorithm[J].Tv Engineering,2011,35(15):46-49. |
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| Authors: | LIU Jinsheng PENG Zhiping ZHOU Jing |
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| Affiliation: | LIU Jinsheng,PENG Zhiping,ZHOU Jing(College of Computer and Electronic Information,Guangdong University of Petrochemical Technology,Guangdong Maoming 525000,China) |
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| Abstract: | Aiming at the problems of that matching points for high-resolution image is difficult to determine and the computation is large,an algorithm combined with weighted Hausdorff distance and multi-strategy parallel genetic algorithm is proposed.The probability weighted Hausdoff distance is used to reduce noise,outliers impact for matching,and the proposed algorithm takes the ability of parallel processing of multi-strategy parallel genetic algorithm to optimize Hausdorff distance for improving the matching spee... |
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| Keywords: | image matching Hausdorff distance multi-strategy parallel genetic algorithm |
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