A scalable FPGA-based custom computing machine for a medical image processing

T. Yokota, Masamichi Nagafuchi, Y. Mekada, T. Yoshinaga, K. Ootsu, T. Baba
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引用次数: 13

Abstract

Concentration index filter is a kind of spatial filters of images, and its typical application is diagnosis from medical images. This paper presents a dedicated computing engine for concentration index filtering. Original algorithm is modified to extract full parallelism and data width is optimized for maximizing clock speed and minimizing hardware scale. Evaluation results reveal that the system runs 100 times faster than current workstation and enables real-time diagnosis.
一种可扩展的基于fpga的医学图像处理定制计算机
浓度指数滤波器是图像的一种空间滤波器,其典型应用是医学图像的诊断。本文提出了一种用于浓度指标过滤的专用计算引擎。对原始算法进行了改进,以提取完全并行性,并对数据宽度进行了优化,以最大化时钟速度和最小化硬件规模。评估结果表明,该系统运行速度比现有工作站快100倍,可实现实时诊断。
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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