| 多种群遗传算法在图像恢复中的应用研究 |
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| 引用本文： | 潘永湘,李守智,刘庆丰. 多种群遗传算法在图像恢复中的应用研究[J]. 西安理工大学学报, 2001, 17(2): 156-158,202 |
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| 作者姓名： | 潘永湘 李守智 刘庆丰 |
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| 作者单位： | 西安理工大学自动化与信息工程学院, |
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| 摘 要： | 针对目前图像恢复方法中所存在的较多约束和计算求解复杂等问题，提出了一种基于多种群遗传算法的图像恢复方法，并与基于标准遗传算法的图像恢复进行了比较，仿真结果表明，该算法可使图像恢复结果和效率得以较大的改善和提高，具有推广应用价值。
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| 关 键 词： | 图像恢复 遗传算法 多种群遗传算法 |
| 文章编号： | 1006-4710(2001)02-0156-03 |
An Application of Polypopulation Genetic Algorithm to Image Restoration |
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| PAN Yong xiang,LI Shou zhi,LIU Qing feng. An Application of Polypopulation Genetic Algorithm to Image Restoration[J]. Journal of Xi'an University of Technology, 2001, 17(2): 156-158,202 |
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| Authors: | PAN Yong xiang LI Shou zhi LIU Qing feng |
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| Abstract: | Aiming at too many restrictions and complex computation in conventional image restoration methods, one scheme based on polypopulation genetic algorithms is proposed and compared, with the simulation result of normal genetic algorithms in this paper. The simulation results indicate that this scheme can improve the performance and efficiency of image restoration,and that the algorithm is of great value in extension and application. |
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| Keywords: | image restoration genetic algorithms polypopulation genetic algorithms |
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