DocumentCode
2781620
Title
Implementation of Katsevich algorithm for helical cone-beam computed tomography using CORDIC
Author
Biswal, Pradyut ; Banerjee, Swapna
Author_Institution
Dept. of E & ECE, IIT Kharagpur, Kharagpur, India
fYear
2010
fDate
16-18 Dec. 2010
Firstpage
313
Lastpage
317
Abstract
Katsevich algorithm is the first exact cone-beam reconstruction algorithm for helical cone-beam computed tomography (CT) reconstruction. The commonly used Feldkamp-Davis-Kress (FDK) reconstruction algorithm is an approximate algorithm. The Katsevich algorithm is of filtered backprojection (FBP) type and is an exact algorithm. Although the acceleration of Katsevich algorithm on CPU or GPU have been widely studied, the FPGA implementation is yet to be explored. In this paper, a parallel and pipeline architecture for Katsevich algorithm has been implemented in Xilinx Virtex 4 FPGA. COordinate Rotation DIgital Computer (CORDIC) algorithm has been used to compute complex mathematical and trigonometric functions. We have also analyzed the effect of various windowing techniques for implementation of Hilbert transform on the reconstruction of the CT image. The architecture is able to reconstruct a CT volume image of size 2563 in 7s.
Keywords
Hilbert transforms; backpropagation; computerised tomography; field programmable gate arrays; image reconstruction; parallel architectures; pipeline processing; CORDIC; COordinate Rotation DIgital Computer; CPU; CT image reconstruction; FPGA implementation; Feldkamp-Davis-Kress reconstruction algorithm; GPU; Hilbert transform; Katsevich algorithm; Xilinx Virtex 4 FPGA; exact cone-beam reconstruction algorithm; filtered backprojection; helical cone-beam computed tomography; parallel architecture; pipeline architecture; time 7 s; windowing techniques; Computed tomography; Digital signal processing; Field programmable gate arrays; Geometry; Image reconstruction; Spirals;
fLanguage
English
Publisher
ieee
Conference_Titel
Systems in Medicine and Biology (ICSMB), 2010 International Conference on
Conference_Location
Kharagpur
Print_ISBN
978-1-61284-039-0
Type
conf
DOI
10.1109/ICSMB.2010.5735394
Filename
5735394
Link To Document