Title :
Parallel Backprojector for Cone-Beam Computer Tomography
Author :
Sorokin, Nikolay
Author_Institution :
Pacific Nat. Univ., Khabarovsk
Abstract :
This work presents a solution for the cone-beam computer tomography. The modified Feldkamp reconstruction algorithm is implemented as the parallel pipelined structure. The modifications of the original algorithm: parallelization and pipelining of the reconstruction, were formalized. FPGA design of the parallel pipelined backprojector implements all steps of the reconstruction from cone-beam projections: filtering, weighted backprojection, real-time geometry computations. Due to the formal specification and parameterized VHDL implementation the FPGA design is easy modifiable and scalable. Evaluation results show that the speed of the FPGA implementation is significantly greater than PC solutions.
Keywords :
computerised tomography; field programmable gate arrays; filtering theory; formal specification; geometry; hardware description languages; image reconstruction; medical image processing; FPGA design; Feldkamp reconstruction algorithm; PC solutions; cone-beam computer tomography; formal specification; parallel backprojector; parallel pipelined structure; parameterized VHDL implementation; real-time geometry computations; Algorithm design and analysis; Computed tomography; Concurrent computing; Detectors; Field programmable gate arrays; Hardware; Iterative algorithms; Personal communication networks; Pipeline processing; Reconstruction algorithms; Computer Tomography; FPGA; Parallel backprojector;
Conference_Titel :
Reconfigurable Computing and FPGAs, 2008. ReConFig '08. International Conference on
Conference_Location :
Cancun
Print_ISBN :
978-1-4244-3748-1
Electronic_ISBN :
978-0-7695-3474-9
DOI :
10.1109/ReConFig.2008.12