A Bio-inspired Interpolation Kernel for Medical Image Processing Implemented on DSP Processor

S. Sarkar, Kuntal Ghosh, K. Bhaumik
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引用次数: 6

Abstract

Post processing of medical images often needs interpolation. Taking cues from human visual system, we propose here an interpolation kernel consisting of linear combination of Gaussians at different scales. We compare the efficacy of the proposed kernel with other interpolation kernels, particularly in the processing of medical images. The basic algorithm has been implemented on a TI DM642 based hardware platform for realtime filtering and programmed for post-processing of ultrasound video frames (20 fames/s) from the commercially available Siemens medical ultrasound scanner.
基于DSP处理器的医学图像仿生插值内核的实现
医学图像的后处理往往需要插值。本文以人类视觉系统为线索,提出了一种由不同尺度高斯函数的线性组合组成的插值核。我们比较了所提出的核与其他插值核的有效性,特别是在医学图像的处理。基本算法已在TI DM642硬件平台上实现,用于实时滤波,并编程用于对来自市售西门子医用超声扫描仪的超声视频帧(20帧/秒)进行后处理。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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