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Design of an MR image processing module on an FPGA chip.
1Center for Basic MR Research, NorthShore University HealthSystem Research Institute, Evanston, IL, USA.
Journal of Magnetic Resonance (San Diego, Calif. : 1997)
|April 25, 2015
Summary
This study presents a novel Field-Programmable Gate Array (FPGA) image processing module for real-time MRI reconstruction. The design simplifies development and enhances efficiency by avoiding external hardware and matrix transposition, achieving 400 frames/second reconstruction.
Area of Science:
- * Digital Signal Processing
- * Medical Imaging Technology
- * Hardware Acceleration
Background:
- * Real-time image processing is crucial for Magnetic Resonance Imaging (MRI).
- * Field-Programmable Gate Arrays (FPGAs) offer a platform for hardware acceleration of computationally intensive tasks like image reconstruction.
- * Existing FPGA designs for 2D Fast Fourier Transform (FFT) often require off-chip resources and complex operations, limiting portability and efficiency.
Purpose of the Study:
- * To design and implement a portable, efficient, single-chip FPGA module for real-time image processing.
- * To simplify the design workflow through graphical coding.
- * To accelerate the reconstruction of multi-slice MR images.
Main Methods:
- * Development of a 2D FFT core implemented on a single-chip FPGA.
- * Design of a novel address generation unit to eliminate the need for direct matrix transposition.
- * Integration of the processing module with graphical coding for simplified design.
- * Testing using phantom and animal data for static and simulated real-time MRI conditions.
Main Results:
- * The FPGA image processing module achieved a reconstruction speed of 400 frames/second for 128x128 images.
- * The design requires no off-chip hardware, enhancing portability.
- * The novel address generation unit significantly reduced on-chip block RAM and clock cycle usage.
- * The module demonstrated proper functionality under real-time MRI timing constraints.
Conclusions:
- * The developed FPGA module provides an efficient and portable solution for real-time MR image reconstruction.
- * Graphical coding significantly simplifies the FPGA design process.
- * The design innovations offer substantial improvements in hardware resource utilization and processing speed.

