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CUDA Implementation of Histogram Stretching Function for Improving X-ray Image

机译:用于改进X射线图像的直方图拉伸功能的CUDA实现

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This paper presents a method to improve the contrast of digital X-ray image using CUDA program on a GPU. The histogram is commonly used to get the statistical distribution of the contrast in image processing. To increase the visibility of the image in real time, we use the histogram stretching function. It is difficult to implement the function on a GPU because the CUDA program is due to handle the complex process to transfer the source data and the processed results between the memory of GPU and the host system. As a result, we show to operate the histogram stretching function quickly on GPU by the CUDA program.
机译:本文介绍了在GPU上使用CUDA程序改进数字X射线图像的对比度的方法。直方图通常用于获得图像处理中对比度的统计分布。为了实时增加图像的可见性,我们使用直方图拉伸函数。难以在GPU上实现该功能,因为CUDA程序是由于处理复杂的过程来传输源数据和GPU和主机的存储器之间的处理结果。因此,我们展示了CUDA程序在GPU上快速操作直方图拉伸功能。

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