High Speed CT Image Reconstruction Using FPGA
Author(s) -
Payal Aggarwal,
Rajesh Mehra
Publication year - 2011
Publication title -
international journal of computer applications
Language(s) - English
Resource type - Journals
ISSN - 0975-8887
DOI - 10.5120/2574-3550
Subject(s) - computer science , field programmable gate array , image (mathematics) , computer vision , artificial intelligence , computer graphics (images) , computer hardware
ABSTACT Tomographic image reconstruction methods suffer from time consuming back projection steps due to large computation. This drawback can be minimized by its hardware implementation on FPGA to provide high speed image reconstruction. This paper presents the reconfigurable design of filtered backprojection (FBP) for parallel beam CT. The proposed design has been implemented by efficiently utilizing the embedded multipliers and LUTs of target FPGA device. The design has been developed using MATLAB and synthesized with Xilinx synthesis tool (XST) and implemented on Virtex 2 Pro based xc2vp30-7ff896 target device. The results show that the proposed design can operate at a maximum frequency of 144.744 MHz to provide high speed solution for image processing applications.
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