| 一个高性能的自动目标识别算法 |
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| 引用本文： | 陈东,刘文华,李飚,沈振康. 一个高性能的自动目标识别算法[J]. 计算机工程与设计, 2001, 22(4): 86-88 |
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| 作者姓名： | 陈东 刘文华 李飚 沈振康 |
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| 作者单位： | 1. 国防科技大学
2. 中央电视台, |
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| 基金项目： | 中国博士后科学基金和国防科技重点实验室基金(347A1)资助 |
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| 摘 要： | 提出了一个高性能的自动目标识别算法，该算法基于遗传算法，在算法中需要提取目标的位移、旋转和比例不变特征，算法具有较强的容错性和抗干扰能力，不仅能够对各类形状有一这差异的目标进行分类，而且对部分缺损或有噪声污染的目标也能够正确进行分类，实验结果证明了算法的有效性。
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| 关 键 词： | 遗传算法 自动目标识别 不变性特征 图像理解 计算机视觉 |
| 文章编号： | 1000-7024（2001）04-0086-03 |
A high performance automatic target recognition algorithm |
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| CHEN Dong,LIU Wen-hua,LI Biao,SHEN Zhen-kang. A high performance automatic target recognition algorithm[J]. Computer Engineering and Design, 2001, 22(4): 86-88 |
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| Authors: | CHEN Dong LIU Wen-hua LI Biao SHEN Zhen-kang |
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| Abstract: | This paper describes an automatic target recognition algorithm based on genetic algorithm. The targets are rotated, translated, and scaled in this algorithm. This algorithm has highly robust performance and error-tolerated ability. It has not only classified to those targets which are different in shape to a certain extent, but also classified to those targets which are partially distorted and polluted by noise. The experiment results show the algorithm is available. |
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| Keywords: | genetic algorithm automatic target recognition invariant feature extraction |
| 本文献已被 CNKI 维普 万方数据 等数据库收录！ |
