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Application of adaptive PCNN based on neighborhood to medical image fusion
利用邻域激励的自适应PCNN进行医学图像融合*

Keywords: medical image fusion,PCNN,linking strength,SML,SF
医学图像融合
,脉冲耦合神经网络,链接强度,改进拉普拉斯能量和,空间频域

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Abstract:

The fusion of different medical images can provide new diagnostic information for clinician,this paper introduced a new approach to medical image fusion by using neighborhood spatial frequency inspiring adaptive PCNN.First,this algorithm used the Sum-modified-Laplacian(SML) of each pixel as the linking strength of each neuron,so that the linking strength of each pixel could be chosen adaptively.Meanwhile,neighborhood spatial frequency of the pixels were modeled into a feature information to inspire each neu...

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