文件名称:pcnn
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pcnn分割,输入的灰度图像,Edge:检测到的一些边界点,Numberofaera则表明了在各次迭代时激活的块区域
利用PCNN进行图像分割时,是将每个像素对应一个PCNN神经元,归一化的像素灰度值
作为外界刺激新型号,将这些神经元按一定方式连接,就得到一个单层脉冲耦合神经网络,向
网络输入一幅图像,当某个像素对应的神经元发生脉冲,邻域内与它相似的神经元也发生脉冲,
产生的脉冲序列构成了一个二值图像序列,这样的序列就是PCNN输出的分割图像。-PCNN segmentation, input gray image, the Edge: some of the detected boundary point, Numberofaera indicates the active area in each iteration
of PCNN image segmentation, each pixel is a PCNN corresponding neurons, normalization of the pixel gray value
as a new model external stimuli, connect these neurons in a certain way, you get a single pulse coupled neural network, to
input an image, when neurons of certain pixel corresponding pulse, similar neurons in the neighborhood and it also produces pulse,
of pulse sequence form a binary image sequence, the sequence is output PCNN image segmentation.
利用PCNN进行图像分割时,是将每个像素对应一个PCNN神经元,归一化的像素灰度值
作为外界刺激新型号,将这些神经元按一定方式连接,就得到一个单层脉冲耦合神经网络,向
网络输入一幅图像,当某个像素对应的神经元发生脉冲,邻域内与它相似的神经元也发生脉冲,
产生的脉冲序列构成了一个二值图像序列,这样的序列就是PCNN输出的分割图像。-PCNN segmentation, input gray image, the Edge: some of the detected boundary point, Numberofaera indicates the active area in each iteration
of PCNN image segmentation, each pixel is a PCNN corresponding neurons, normalization of the pixel gray value
as a new model external stimuli, connect these neurons in a certain way, you get a single pulse coupled neural network, to
input an image, when neurons of certain pixel corresponding pulse, similar neurons in the neighborhood and it also produces pulse,
of pulse sequence form a binary image sequence, the sequence is output PCNN image segmentation.
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下载文件列表
pcnn.m