| 基于模板自适应细胞神经网络的图像处理及识别 |
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| 引用本文： | 王明敏.基于模板自适应细胞神经网络的图像处理及识别[J].上海大学学报(自然科学版),1998,4(2):175-179. |
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| 作者姓名： | 王明敏 |
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| 作者单位： | 上海大学自动化学院 |
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| 摘 要： | 本文介绍了一种适合于并行计算机的模型——细胞神经网络，它是神经网络的一种特殊形式，具有神经网络的识别、智能和联想能力．具体介绍了利用细胞神经网络（ＣＮＮ）实现二值图像和灰度图像边缘检测，详细分析了ＣＮＮ设计过程并作改进，引入了模板权值自适应的ＣＮＮ及其设计方法，并给出了仿真结果．
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| 关 键 词： | 神经网络 细胞神经网络 图像处理 图像识别 |
Image Processing and Image Recognition Based on the Cellular Neural Network with the Adaptive Templates |
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| Wang Mingmin,Zhou Zhaomin,Zhang Kanyu,Ye Chenggang.Image Processing and Image Recognition Based on the Cellular Neural Network with the Adaptive Templates[J].Journal of Shanghai University(Natural Science),1998,4(2):175-179. |
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| Authors: | Wang Mingmin Zhou Zhaomin Zhang Kanyu Ye Chenggang |
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| Abstract: | This paper presents Cellular Neural Network (CNN) which is suitable for the parallel computers. The Cellular Neural Network is the special form of the Neural Network and it has the abilities of recognition, intelligence and association. This paper describes the way of using the CNN to realize the edge detection of the 2 value image and the gray scale image. This paper also analyzes the designing procedure in details, brings out the CNN with the adaptive templates and gives out the simulation results. |
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| Keywords: | neural network cellular neural network image processing image recognition |
| 本文献已被 CNKI 维普 等数据库收录！ |
