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A GPU based high-definition ultrasound digital scan conversion algorithm

机译:基于GPU的高清超声数字扫描转换算法

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Digital scan conversion algorithm is the most computational intensive part of B-mode ultrasound imaging. Traditionally, in order to meet the requirements of real-time imaging, digital scan conversion algorithm often traded off image quality for speed, such as the use of simple image interpolation algorithm, the use of look-up table to carry out polar coordinates transform and logarithmic compression. This paper presents a GPU-based high-definition real-time ultrasound digital scan conversion algorithm implementation. By rendering appropriate proxy geometry, we can implement a high precision digital scan conversion pipeline, including polar coordinates transform, bi-cubic image interpolation, high dynamic range tone reduction, line average and frame persistence FIR filtering, 2D post filtering, fully in the fragment shader of GPU at real-time speed. The proposed method shows the possibility of updating exist FPGA or ASIC based digital scan conversion implementation to low cost GPU based high-definition digital scan conversion implementation.
机译:数字扫描转换算法是B模式超声成像的最多计算密集部分。传统上,为了满足实时成像的要求,数字扫描转换算法经常交易图像质量的速度,如使用简单图像插值算法,使用查找表进行极性坐标变换和对数压缩。本文介绍了基于GPU的高清实时超声数字扫描转换算法实现。通过渲染适当的代理几何形状,我们可以实现高精度数字扫描转换管道,包括极性坐标变换,双立方图像插值,高动态范围色调减少,线平均和帧持久性FIR滤波,2D后滤波,完全在片段中。 GPU的着色器在实时速度。所提出的方法显示了基于基于GPU的基于GPU的高清数字扫描转换实现更新的基于FPGA或ASIC的数字扫描转换实现的可能性。

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