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REAL-TIME WAVELET TRANSFORM METHOD AND ASSOCIATED SYSTEM FOR MULTI-DIMENSIONAL DATA

机译:多维数据的实时小波变换方法及相关系统

摘要

The invention relates to a method for the conversion of multi-dimensional raw numerical data corresponding to points forming a 2D or 3D image of unknown size and to an associated system. The method comprises the following steps: the dimensioning of a multi-dimensional window for scanning the image, as a function of the size of a buffer memory; the scanning of the image, comprising the movement of the window in the image along the axes of the image; and, at each position of the window in the image, (i) the acquisition and loading into the buffer memory of data from the part of the image defined by the window; (ii) the multi-dimensional wavelet transform calculation-based conversion of the loaded part, using at least one compact support filter in order to generate low- and high-frequency coefficients, and (iii) the saving of the generated coefficients. The invention is intended for wavelet transform during the course of medical or seismic image acquisition.
机译:本发明涉及一种用于转换与形成未知尺寸的2D或3D图像的点相对应的多维原始数值数据的方法,并且涉及一种相关的系统。该方法包括以下步骤:-根据缓冲存储器的大小来确定用于扫描图像的多维窗口的尺寸;图像的扫描,包括图像中的窗口沿图像的轴的移动;在图像中窗口的每个位置,(i)从窗口定义的图像部分中获取数据并将数据加载到缓冲存储器中; (ii)使用至少一个紧凑型支持滤波器进行基于多维小波变换计算的负载部分转换,以生成低频和高频系数,以及(iii)保存生成的系数。本发明旨在在医学或地震图像采集过程中进行小波变换。

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