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Fuzzy logic filter for reducing noise and sharpening edges of digital image signals

机译:模糊逻辑滤波器可减少噪声并锐化数字图像信号的边缘

摘要

A filter achieving noise reduction and digital signal image edge enhancement includes two noise reduction circuits designed to enhance an image edge. The noise reduction circuits comprise both comparison units, which receive separate digital signals of an image and an inferential circuit connected to said comparison elements. Each inferential circuit uses a fuzzy logic unit designed to define activation levels based on signals generated by the comparison elements. The filter also includes a noise detection circuit and an image edge detection circuit both connected to the noise reduction circuit and designed to perform operations in accordance with fuzzy logic rules on the basis of the activation levels defined in the inferential circuits. The filter also includes a noise reduction circuit connected to the noise detection circuit and is designed to filter the digital image signals on the basis of the operations performed by the noise detection circuit. The filter additionally includes an image edge enhancement circuit connected to the noise reduction circuit and to the image edge detection circuit and is designed to perform on filtered digital image signals image edge enhancement on the basis of the operations performed by the image edge detection circuit.
机译:一种实现降噪和数字信号图像边缘增强的滤波器,包括两个降噪电路,设计用于增强图像边缘。降噪电路包括接收图像的单独的数字信号的两个比较单元以及连接到所述比较元件的推理电路。每个推理电路都使用模糊逻辑单元,该逻辑单元设计为根据比较元件生成的信号来定义激活级别。该滤波器还包括噪声检测电路和图像边缘检测电路,它们都连接到噪声降低电路,并且被设计为基于在推理电路中定义的激活水平根据模糊逻辑规则执行操作。该滤波器还包括连接到噪声检测电路的噪声降低电路,并且被设计为基于由噪声检测电路执行的操作来过滤数字图像信号。该滤波器还包括连接到降噪电路和图像边缘检测电路的图像边缘增强电路,并且被设计为基于由图像边缘检测电路执行的操作对滤波后的数字图像信号执行图像边缘增强。

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