| 一种结合进化策略与神经网络的图象恢复方法 |
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| 引用本文： | 黄海东,王哲,余英林. 一种结合进化策略与神经网络的图象恢复方法[J]. 华南理工大学学报(自然科学版), 1997, 0(11) |
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| 作者姓名： | 黄海东 王哲 余英林 |
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| 作者单位： | [1]华南理工大学电子与通信工程系 [2]广州 |
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| 基金项目： | 国家自然科学基金，广东省自然科学基金资助项目 |
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| 摘 要： | 图象恢复在已知退化矩阵的前提下,可近似看成求解最优化问题.本文提出了一种进化 策略与神经网络结合的求解最优算法,并应用于图象恢复.结果表明,综合算法优于仅采用神经网络的算法.
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| 关 键 词： | 图象恢复 进化策略 神经网络 |
IMAGE RESTORATION BY COMBINING EVOLUTION STRATEGY AND NEURAL NETWORK |
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| Huang Haidong Wang Zhe Yu Yinglin. IMAGE RESTORATION BY COMBINING EVOLUTION STRATEGY AND NEURAL NETWORK[J]. Journal of South China University of Technology(Natural Science Edition), 1997, 0(11) |
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| Authors: | Huang Haidong Wang Zhe Yu Yinglin |
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| Abstract: | Image restoration can be considered as an optimization problem, knowing degererate matrix. This paper presents an algorithm combining neural network and evolution strategy to solve the optimization problem in image restoration. The result shows that the combined algorithm is better than the one based only on neural network. |
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| Keywords: | image restoration evolution strategy neural network |
| 本文献已被 CNKI 维普 等数据库收录！ |
