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Speckle noise removal in optical coherence tomography

机译:光学相干断层扫描中的斑点噪声去除

摘要

A system, method and apparatus for speckle noise removal based upon structural correlation in an OCT imaging system. In accordance with the present invention, several two- or three-dimensional OCT image scans can be acquired for processing by an adaptive algorithm. Specifically, at each image point an image intensity can be computed that quantifies a measure of dispersion of the image values in a particular direction with respect to their mean. Subsequently, a direction θ0(x, y) can be selected which minimizes the energy function at the given pixel (x, y). Finally, a value proportional to a local average of the input image around the point (x, y) can be chosen for the output image. In this way speckle noise can be minimized if not removed while, at the same time, maintaining the image substantially free of obvious artifacts.
机译:一种基于OCT成像系统中的结构相关性去除斑点噪声的系统,方法和装置。根据本发明,可以获取几个二维或三维OCT图像扫描,以通过自适应算法进行处理。具体地,在每个图像点处,可以计算图像强度,该图像强度量化图像值相对于其平均值在特定方向上的离散度。随后,可以选择方向θ 0 (x,y),该方向将给定像素(x,y)处的能量函数最小化。最后,可以为输出图像选择与输入图像在点(x,y)周围的局部平均值成比例的值。以这种方式,如果不去除斑点噪声,则可以将其最小化,同时保持图像基本上没有明显的伪像。

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