Title :
VHDL modelling and simulation of parallel-beam filtered backprojection for CT image reconstruction
Author :
Basu, Pranamita ; Manjunatha, M.
Author_Institution :
Dept. of Electr. Eng., NIT Rourkela, Rourkela, India
Abstract :
This paper describes the VHDL modelling and simulation of parallel-beam filtered backprojection algorithm to be used for image reconstruction in CT (computed tomography). The algorithm being highly data intensive and computationally extensive requires a lot of time for execution and hence it necessitates hardware implementation for real-time processing. So the VHDL model can be implemented on reconfigurable hardware. Due to memory constraints a smaller size image has been implemented on FPGA while the VHDL model has been designed for a 512times512 image which can be implemented on FPGA using offchip memory blocks.
Keywords :
computerised tomography; field programmable gate arrays; hardware description languages; image reconstruction; real-time systems; FPGA; VHDL model; computed tomography; hardware implementation; image reconstruction; offchip memory blocks; parallel-beam filtered backprojection; real-time processing; reconfigurable hardware; Attenuation; Biomedical imaging; Computed tomography; Equations; Field programmable gate arrays; Hardware; Image reconstruction; Mathematical model; Medical simulation; X-ray imaging;
Conference_Titel :
Multimedia, Signal Processing and Communication Technologies, 2009. IMPACT '09. International
Conference_Location :
Aligarh
Print_ISBN :
978-1-4244-3602-6
Electronic_ISBN :
978-1-4244-3604-0
DOI :
10.1109/MSPCT.2009.5164213