Title :
The real-time implementation of MRI reconstruction algorithms based on a multi-core DSP
Author :
Zhang Xuejian ; Xiao Liang
Author_Institution :
Beijing Univ. of Chem. Technol., Beijing, China
Abstract :
The implementation of MRI reconstruction algorithms based on a multi-core DSP (TMS320C6678) is described in this paper. As a state-of-the-art device, TMS320C6678 has powerful computing capability and high data throughput. The tasks of Fourier reconstruction and image combination (sum-of-squares) of multi-channels are assigned to different cores of the DSP; K-space data import, data processing and data communication are implemented using high efficiency multi-core programming. Simulation results indicate that the total processing time of 16 channels is less than 100 ms (image size: 256×256), which met mainly the real-time imaging requirement.
Keywords :
Fourier analysis; biomedical MRI; data communication; image reconstruction; medical image processing; real-time systems; Fourier reconstruction; K-space data import; MRI reconstruction algorithms; TMS320C6678; data communication; data processing; high-efficiency multicore programming; image combination; multicore DSP; real-time imaging; real-time implementation; state-of-the-art device; Data models; Digital signal processing; Image reconstruction; Magnetic resonance imaging; Multicore processing; Programming; Real-time systems; MRI; Multi-Core DSP; Real-Time; Reconstruction;
Conference_Titel :
Medical Imaging Physics and Engineering (ICMIPE), 2013 IEEE International Conference on
Conference_Location :
Shenyang
Print_ISBN :
978-1-4799-6305-8
DOI :
10.1109/ICMIPE.2013.6864522
