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Design of an MR image processing module on an FPGA chip

机译:FPGA芯片上的MR图像处理模块的设计

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摘要

We describe the design and implementation of an image processing module on a single-chip Field-Programmable Gate Array (FPGA) for real-time image processing. We also demonstrate that through graphical coding the design work can be greatly simplified. The processing module is based on a 2D FFT core. Our design is distinguished from previously reported designs in two respects. No off-chip hardware resources are required, which increases portability of the core. Direct matrix transposition usually required for execution of 2D FFT is completely avoided using our newly-designed address generation unit, which saves considerable on-chip block RAMs and clock cycles. The image processing module was tested by reconstructing multi-slice MR images from both phantom and animal data. The tests on static data show that the processing module is capable of reconstructing 128 × 128 images at speed of 400 frames/second. The tests on simulated real-time streaming data demonstrate that the module works properly under the timing conditions necessary for MRI experiments.
机译:我们描述了用于实时图像处理的单芯片现场可编程门阵列(FPGA)上图像处理模块的设计和实现。我们还演示了通过图形编码可以大大简化设计工作。处理模块基于2D FFT内核。我们的设计与以前报告的设计在两个方面有所不同。不需要片外硬件资源,从而增加了内核的可移植性。使用我们新设计的地址生成单元,可以完全避免执行2D FFT通常所需的直接矩阵转置,从而节省了大量的片内Block RAM和时钟周期。通过从幻像和动物数据中重建多层MR图像来测试图像处理模块。对静态数据的测试表明,该处理模块能够以400帧/秒的速度重建128×128图像。对模拟实时流数据的测试表明,该模块在MRI实验所需的定时条件下可以正常工作。

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