Application of fuzzy cellular neural networks to Euclidean distancetransformation

Tao Yang; Lin-Bao Yang

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Application of fuzzy cellular neural networks to Euclidean distancetransformation

机译：模糊细胞神经网络在欧氏距离变换中的应用

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A new structure of fuzzy cellular neural network (FCNN) is proposed. In this FCNN, the relationship between fuzzy templates and input or/and output is defined by addition but not multiplication. Unlike the FCNN we proposed previously, which can only implement morphological operators with flat structuring elements, this FCNN can implement morphological operators with all the types of structuring elements. This FCNN is used to implement Euclidean distance transform. Simulation results are given

机译：提出了一种新的模糊细胞神经网络结构。在该FCNN中，模糊模板与输入或/和输出之间的关系是通过加法而不是乘法来定义的。与我们之前提出的FCNN不同，FCNN只能实现具有平面结构元素的形态算子，而FCNN可以实现具有所有类型结构元素的形态算子。该FCNN用于实现欧几里得距离变换。仿真结果给出

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来源
《IEEE Transactions on Circuits and Systems. I, Regular Papers》 |1997年第3期|p.242-246|共5页
作者
Tao Yang; Lin-Bao Yang;
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正文语种 eng
中图分类 TN71;
关键词
cellular neural nets; image processing; mathematical morphology; transforms; Euclidean distance transformation; addition; fuzzy CNN; fuzzy cellular neural networks; fuzzy templates; morphological operators;

机译：细胞神经网络;图像处理;数学形态学;变换;欧氏距离变换;加法;模糊CNN;模糊细胞神经网络;模糊模板;形态算子;

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1. Application of fuzzy cellular neural networks to Euclidean distance transformation [J] . Tao Yang, Lin-Bao Yang IEEE Transactions on Circuits and Systems. 1 . 1997,第3期

机译：模糊细胞神经网络在欧氏距离变换中的应用
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4. Fast Euclidean morphological operators using local distancetransformation by propagation, and applications [C] . Cuisenaire O., Macq B. Image Processing and Its Applications, 1999. Seventh International Conference on (Conf. Publ. No. 465) . -1

机译：利用局部距离的快速欧氏形态算子通过传播进行转换以及应用
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7. Special Issue "Fuzzy/Neural Network Applications to Dynamics and Control of Mechanical Systems". Learning Control of an Inverted Pendulum Using Neural Networks. [O] . Toru KUMAGAI, Satoshi AKITA, Mitsuo WADA 1992

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Application of fuzzy cellular neural networks to Euclidean distancetransformation

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