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Efficient algorithm for the temporal and spatial based calculation of speckle contrast

机译:基于时间和空间的斑点对比度计算的高效算法

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We demonstrate an efficient algorithm for the temporal and spatial based calculation of the laser speckle contrast analysis (LASCA) for the imaging of blood flow that reduces the numerical complexity of necessary calculations, facilitates a multi-core implementation of the speckle analysis and enables an independence of temporal or spatial resolution and SNR. The new algorithm was evaluated for both spatial and temporal based analysis of speckle patterns with different image sizes and incorporated pixels as sequential and multi-core code. The improvement is about a factor of 5 and can be increased to about a factor of 15 for multi-core computers. This allows an online-analysis of larger speckle images or at a higher frame rate.
机译:我们展示了一种用于基于时间和空间的激光散斑对比度分析(LASCA)血流成像计算的有效算法,该算法降低了必要计算的数值复杂性,促进了散斑分析的多核实施并实现了独立性时空分辨率和SNR。对新算法进行了评估,以基于空间和时间分析具有不同图像大小的斑点图案,并结合了像素作为顺序和多核代码。改进约为5倍,对于多核计算机,可以提高到15倍。这样可以在线分析较大的斑点图像或以较高的帧速率进行分析。

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