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Method For Coding Pixels or Voxels of a Digital Image and a Method For Processing Digital Images

机译:用于编码数字图像的像素或体素的方法和用于处理数字图像的方法

摘要

A method for coding pixels or voxels of a digital or digitalized two dimensional or three dimensional image, comprises the steps of: providing a digital image consisting in a two dimensional array of pixels or in a three dimensional array of voxels, each pixel or voxel being defined by at least one variable as its intensity in a grey scale image or the HSV (Hue, Saturation and Value) or the RGB values in a colour image; each pixel or voxel and for each target pixel or voxel a neighborhood being formed by a pixel or voxel windows comprising the said target pixel or voxel and a certain number of surrounding pixels or voxels for each target pixel or voxel generating a vector univocally associated to the said target pixel or voxel, the components of the said vectors being generated as a function of the values of the said target pixel or voxel and of each of the pixels or voxels of the said pixel or voxel window. The function of the values of the said target pixel or voxel and of each of the pixels or voxels of the said pixel or voxel window correspond to the characteristic parameters of the numerical matrix representing the pixels or voxels of the said window or of a transformation of the said numerical matrix. The invention relates also to an image processing method in which image data coded according to the above method are processed by means of a predictive algorithm as for example an artificial neural network.
机译:一种用于对数字或数字化的二维或三维图像的像素或体素进行编码的方法,包括以下步骤:提供由像素的二维阵列或体素的三维阵列组成的数字图像,每个像素或体素为由至少一个变量定义为灰度图像中的强度或彩色图像中的HSV(色调,饱和度和值)或RGB值;每个像素或体素,并且对于每个目标像素或体素,由包含所述目标像素或体素的像素或体素窗口以及每个目标像素或体素的一定数量的周围像素或体素形成的邻域,生成与该对象唯一相关的向量所述目标像素或体素,根据所述目标像素或体素以及所述像素或体素窗口的每个像素或体素的值来生成所述向量的分量。所述目标像素或体素的值以及所述像素或体素窗口的每个像素或体素的值的功能对应于表示所述窗口的像素或体素的数值矩阵的特征参数或所述数值矩阵。本发明还涉及一种图像处理方法,其中,通过诸如人工神经网络的预测算法来对根据上述方法编码的图像数据进行处理。

著录项

  • 公开/公告号US2008212887A1

    专利类型

  • 公开/公告日2008-09-04

    原文格式PDF

  • 申请/专利权人 ILARIA GORI;MARCO MATTIUZZI;

    申请/专利号US20060913554

  • 发明设计人 MARCO MATTIUZZI;ILARIA GORI;

    申请日2006-05-09

  • 分类号G06K9/46;

  • 国家 US

  • 入库时间 2022-08-21 20:13:39

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