| 基于模糊细胞神经网络的彩色图像形态学重构 |
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| 引用本文： | 姚远,王广雄,张田文. 基于模糊细胞神经网络的彩色图像形态学重构[J]. 计算机学报, 1999, 22(7): 727-732 |
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| 作者姓名： | 姚远 王广雄 张田文 |
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| 作者单位： | 1. 哈尔滨工业大学控制工程系,哈尔滨,150001
2. 哈尔滨工业大学计算机科学与工程系,哈尔滨,150001 |
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| 摘 要： | 利用彩色图像的ＲＧＢ空间分解，在模糊细胞神经网络上实现了彩色图像数学形态学的基本算子，并讨论了该实现相对于常规串行计算机算法的优越性和局阴，进一步地利用按分量的灰度重构，实现了彩色重构算法，最后讨论了该重构算法在抑帛镐频噪声中的应用，给出的仿真结果对对于推广模糊细胞神经网络在彩色图像实时处理和硅眼等模拟逻辑中的应用有着重要的意义。
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| 关 键 词： | 模糊细胞神经网络 数学形态学 彩色图像处理 视觉 |
| 修稿时间： | 1998-05-04 |
MORPHOLOGICAL RECONSTRUCTION FOR COLOR IMAGES IMPLEMENTED BY FUZZY CELLULAR NEURAL NETWORKS |
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| YAO Yuan,WANG Guang-xiong,ZHANG Tian-wen. MORPHOLOGICAL RECONSTRUCTION FOR COLOR IMAGES IMPLEMENTED BY FUZZY CELLULAR NEURAL NETWORKS[J]. Chinese Journal of Computers, 1999, 22(7): 727-732 |
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| Authors: | YAO Yuan WANG Guang-xiong ZHANG Tian-wen |
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| Abstract: | Based on RGB space decomposition for color images, the basic operators in color morphology are implemented by the fuzzy cellular neural networks. The unique feature of such implementation is discussed by comparison with traditional serial digital computers. Then the morphological reconstruction for color image is presented via a component wise grey scale reconstruction way. The application to noise suppression at high spatial frequency is also studied. The simulation results are given. This paper is applicable to the real time processing for color images and silicon eye construction based on fuzzy cellular neural networks. |
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| Keywords: | Fuzzy cellular neural networks (FCNN) mathematical morphology color image processing vision. |
| 本文献已被 CNKI 维普 万方数据 等数据库收录！ |
