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    • 2. 发明授权
    • Fuzzy filtering method and associated fuzzy filter
    • 模糊滤波方法及相关模糊滤波器
    • US06332136B1
    • 2001-12-18
    • US08987357
    • 1997-12-09
    • Maddalena Di GiuraAndrea PagniRinaldo PoluzziGianguido Rizzotto
    • Maddalena Di GiuraAndrea PagniRinaldo PoluzziGianguido Rizzotto
    • G06N702
    • H03H17/0261H03H2222/02
    • The fuzzy filtering of a noise signal comprising a plurality of signal samples [s(t,k)] is carried out using as variables the variation of the signal in the considered window and the distance of the samples from a sample to be reconstructed, to distinguish the typical variations of the original signal from those due to the noise and to identify the signal fronts. The method comprises the steps of defining a current signal sample [s(t)] from among the plurality of signal samples, calculating a plurality of difference samples [D(t,k)] as the difference in absolute value between the current signal sample and each signal sample and defining distance values (k) between the current signal sample and each signal sample. The method further comprises determining weight parameters [P(k)] on the basis of the difference samples and the distance values by means of fuzzy logic and weighing the signal samples with the weight parameters so as to obtain a reconstructed signal sample [o(t)].
    • 包括多个信号样本[s(t,k)]的噪声信号的模糊滤波使用所考虑的窗口中的信号的变化和样本从待重建的样本的距离变为 将原始信号的典型变化与由于噪声引起的信号进行区分,并识别信号前沿。 该方法包括以下步骤:从多个信号样本中定义当前信号样本[s(t)],计算多个差分样本[D(t,k)]作为当前信号样本之间的绝对值差 和每个信号样本并定义当前信号样本与每个信号样本之间的距离值(k)。 该方法还包括通过模糊逻辑基于差分样本和距离值确定权重参数[P(k)],并用权重参数对信号样本进行加权,以便获得重构信号样本[o(t )]。
    • 6. 发明授权
    • Filter working on image digital signals for video appliances
    • 对视频设备的图像数字信号进行滤波
    • US5621474A
    • 1997-04-15
    • US345512
    • 1994-11-28
    • Massimo MancusoRinaldo PoluzziGianguido Rizzotto
    • Massimo MancusoRinaldo PoluzziGianguido Rizzotto
    • G06F9/44G06N7/02G06T5/00H03H17/00H04N5/21H04N5/93H04N5/213
    • G06T5/002G06T5/20G06T2207/10016H03H2222/02
    • A filter acting on digital image signals for apparatus of the video type includes at least first and second processing units adapted to elect an image edge, each processing unit includes an inferential circuit operating on fuzzy logic, which has first and second input terminals and an output terminal, and first and second comparison elements each having first and second input terminals and an output terminal, the input terminals being intended for receiving discrete digital signals of an image. The output terminals of the first and second comparison elements in the first processing unit are respectively connected to the first and second input terminals of the inferential circuit included in the first processing unit, and the output terminals of the first and second comparison elements in the second processing unit are respectively connected to the first and second input terminals of the inferential circuit included in the second processing unit.
    • 作为视频类型的装置的数字图像信号的滤波器至少包括适于选择图像边缘的第一和第二处理单元,每个处理单元包括在模糊逻辑上工作的推理电路,该模糊逻辑具有第一和第二输入端子以及输出 端子以及分别具有第一和第二输入端子和输出端子的第一和第二比较元件,输入端子用于接收图像的离散数字信号。 第一处理单元中的第一和第二比较元件的输出端子分别连接到包括在第一处理单元中的推理电路的第一和第二输入端子,第二处理单元中的第一和第二比较元件的输出端子 处理单元分别连接到包括在第二处理单元中的推理电路的第一和第二输入端。
    • 9. 发明授权
    • Fuzzy logic filter for reducing noise and sharpening edges of digital
image signals
    • 模糊逻辑滤波器,用于减少数字图像信号的噪声和锐化边缘
    • US5757977A
    • 1998-05-26
    • US396212
    • 1995-02-28
    • Massimo MancusoRinaldo PoluzziGianguido Rizzotto
    • Massimo MancusoRinaldo PoluzziGianguido Rizzotto
    • H04N5/21G06T5/20H03H21/00H04N1/409G06K9/40G06T5/00
    • G06T5/20H03H2222/02
    • 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.
    • 实现噪声降低和数字信号图像边缘增强的滤波器包括设计用于增强图像边缘的两个降噪电路。 噪声降低电路包括两个比较单元,它们接收图像的单独数字信号和连接到所述比较元件的推理电路。 每个推理电路使用一个模糊逻辑单元,设计用于基于比较元件产生的信号定义激活电平。 滤波器还包括噪声检测电路和图像边缘检测电路,两者均连接到降噪电路,并被设计为基于在推导电路中定义的激活电平来根据模糊逻辑规则执行操作。 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对数字图像信号进行滤波。 滤波器还包括连接到噪声降低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的数字图像信号图像边缘增强执行。