DocumentCode
1295715
Title
Graphics Processing Unit-Based Ultrahigh Speed Real-Time Fourier Domain Optical Coherence Tomography
Author
Zhang, Kai ; Kang, Jin U.
Author_Institution
General Electric Global Research , Niskayuna, USA
Volume
18
Issue
4
fYear
2012
Firstpage
1270
Lastpage
1279
Abstract
This paper describes a series of novel graphics processing unit (GPU)-based image reconstruction and visualization methods that we developed for realizing ultrahigh speed, real-time Fourier domain optical coherence tomography (FD-OCT). Several GPU-based algorithms including high-speed linear/cubic interpolation, gridding-based nonuniform fast Fourier transform (NUFFT), numerical dispersion compensation, and multi-GPU implementation were developed to improve the point-spread function, SNR roll-off, and stability of the system. Full-range complex-conjugate-free FD-OCT was also implemented on the GPU architecture to double the imaging range and to improve the SNR. The maximum processing speed of
3 Gigavoxels/s (
6 Mega-A-scans/s of 1024-pixel FD-OCT) was achieved using the latest GPU module from NVIDIA. The GPU-based volume rendering enabled real-time four-dimensional (4-D), i.e., 3-D + time, FD-OCT imaging, and a 5 volume/s 4-D FD-OCT system was demonstrated via in vivo tissue imaging. These GPU technologies were highly effective in circumventing the well-known imaging reconstruction and visualization bottlenecks existing among current ultrahigh speed FD-OCT systems and could open the door to realize interventional OCT imaging for applications in guiding microsurgery.
Keywords
Flowcharts; Graphics processing unit; Image reconstruction; Imaging; Instruction sets; Interpolation; Rendering (computer graphics); Graphics processing unit (GPU); optical coherence tomography (OCT); parallel processing;
fLanguage
English
Journal_Title
Selected Topics in Quantum Electronics, IEEE Journal of
Publisher
ieee
ISSN
1077-260X
Type
jour
DOI
10.1109/JSTQE.2011.2164517
Filename
5982079
Link To Document