基于PCNN的边缘检测方法

2014 11th International Computer Conference on Wavelet Actiev Media Technology and Information Processing(ICCWAMTIP) Pub Date : 2014-12-01 DOI:10.1109/ICCWAMTIP.2014.7073383

Xiaolong Tang, Zhongyu Tao, Panshi Tang, Jian-Pin Li

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引用次数: 7

摘要

脉冲耦合神经网络被称为第三代人工神经网络。它是由视觉皮层神经元产生的，这是哺乳动物的一种同步脉冲释放现象。与传统人工神经网络相比，PCNN具有动态神经网络、时空集成、自动传播和脉冲同步释放等特点。PCNN具有图像保留信息和边缘检测的倾向。

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Edge detection method based on PCNN

Pulse-Coupled Neural Network is known as third generation artificial neural network. It is created by visual cortex neurons, a synchronous pulse release phenomenon of mammals. Compare to traditional artificial neural network, PCNN has the characteristics of dynamic neural network, integrated space-time, automatic propagation and synchronous pulse release. PCNN has tendency for image retention information and edge detection.

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来源期刊

2014 11th International Computer Conference on Wavelet Actiev Media Technology and Information Processing(ICCWAMTIP)

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