| 基于细胞神经网络的图像边缘检测研究 |
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| 引用本文： | 马金发.基于细胞神经网络的图像边缘检测研究[J].科学技术与工程,2009,9(12). |
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| 作者姓名： | 马金发 |
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| 作者单位： | 沈阳理工大学科技处,沈阳,110168 |
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| 摘 要： | 提出一种数字图像边缘检测算法,采用差分进化算法优化细胞神经网络,通过简单的训练图像对细胞神经网络的模板参数进行适应性调整,得到边缘检测算子,采用该算子提取图像的边缘.实验结果验证了算法的有效性,该算法能够获得较好的图像边缘.
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| 关 键 词： | 边缘检测 神经网络 模板 微分进化 |
Research on Edge Detection in Digital Images Based on CNN |
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| MA Jin-fa.Research on Edge Detection in Digital Images Based on CNN[J].Science Technology and Engineering,2009,9(12). |
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| Authors: | MA Jin-fa |
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| Institution: | Department of Science and Technology;Shenyang Ligong University;Shenyang 110168;P.R.China |
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| Abstract: | An efficient algorithm for edge detection in digital images is introduced,that the cellular neural network(CNN) is optimized by differential evolution algorithm(DEA).To obtain edge detection operator,the cloning template of the CNN is adaptively tuned by using simple training images.The edge in digital images is extracted by using the edge detection operator obtained.The experimental results indicate that the effectiveness of the proposed algorithm is verified and the algorithm can obtain better edge in dig... |
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| Keywords: | edge detection neural networks template differential evolution |
| 本文献已被 CNKI 维普 万方数据 等数据库收录！ |
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