Graphics processing unit based ultrahigh speed real-time multidimensional Fourier domain optical coherence tomography

被引:0
作者
Zhang, Kang [1 ]
Kang, Jin U. [2 ]
机构
[1] GE Global Res, 1 Res Circle, Niskayuna, NY 12309 USA
[2] Johns Hopkins Univ, Dept Elect & Comp Engn, Baltimore, MD 21218 USA
来源
OPTICAL COHERENCE TOMOGRAPHY AND COHERENCE DOMAIN OPTICAL METHODS IN BIOMEDICINE XVI | 2012年 / 8213卷
关键词
Optical coherence tomography; graphics processing unit; parallel computing; MODE-LOCKED LASER; FULL-RANGE; DISPERSION COMPENSATION; MEGAHERTZ OCT; SWEPT LASER; AXIAL SCANS; 2ND; MICROSURGERY; RESOLUTION; TRANSFORM;
D O I
10.1117/12.905213
中图分类号
O43 [光学];
学科分类号
070207 ; 0803 ;
摘要
In this paper, we systematically presented a series of graphics processing unit (GPU) based data processing methods for ultrahigh speed, real-time Fourier Domain optical coherence tomography (FD-OCT): GPU based algorithms including high-speed linear/cubic interpolation, non-uniform fast Fourier transform (NUFFT), numerical dispersion compensation, and multi-GPU implementation were developed to improve the image quality 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 SNR. The maximum processing speed of > 3.0 Giga-Voxel/second (> 6.0 Mega-A-scan/second of 1024-pixel FD-OCT) was achieved using NVIDIA's latest GPU modules. The GPU-based volume rendering enabled real-time 4D (3D+ time) FD-OCT imaging, and a 5 volume/second 4D FD-OCT system was demonstrated. These GPU technologies were highly effective in circumventing the imaging reconstruction and visualization bottlenecks exist among current ultra-high speed FD-OCT systems and could significantly facilitate the interventional OCT imaging.
引用
收藏
页数:13
相关论文
共 28 条
[11]   Megahertz OCT for ultrawide-field retinal imaging with a 1050nm Fourier domain mode-locked laser [J].
Klein, Thomas ;
Wieser, Wolfgang ;
Eigenwillig, Christoph M. ;
Biedermann, Benjamin R. ;
Huber, Robert .
OPTICS EXPRESS, 2011, 19 (04) :3044-3062
[12]   DISPLAY OF SURFACES FROM VOLUME DATA [J].
LEVOY, M .
IEEE COMPUTER GRAPHICS AND APPLICATIONS, 1988, 8 (03) :29-37
[13]   Performance and scalability of Fourier domain optical coherence tomography acceleration using graphics processing units [J].
Li, Jian ;
Bloch, Pavel ;
Xu, Jing ;
Sarunic, Marinko V. ;
Shannon, Lesley .
APPLIED OPTICS, 2011, 50 (13) :1832-1838
[14]   Real-time polarization-sensitive optical coherence tomography data processing with parallel computing [J].
Liu, Gangjun ;
Zhang, Jun ;
Yu, Lingfeng ;
Xie, Tuqiang ;
Chen, Zhongping .
APPLIED OPTICS, 2009, 48 (32) :6365-6370
[15]   Full-range, high-speed, high-resolution 1-μm spectral-domain optical coherence tomography using BM-scan for volumetric imaging of the human posterior eye [J].
Makita, Shuichi ;
Fabritius, Tapio ;
Yasuno, Yoshiaki .
OPTICS EXPRESS, 2008, 16 (12) :8406-8420
[16]   >400 kHz repetition rate wavelength-swept laser and application to high-speed optical frequency domain imaging [J].
Oh, Wang-Yuhl ;
Vakoc, Benjamin J. ;
Shishkov, Milen ;
Tearney, Guillermo J. ;
Bouma, Brett E. .
OPTICS LETTERS, 2010, 35 (17) :2919-2921
[17]   Ultrahigh speed Spectral/Fourier domain OCT ophthalmic imaging at 70,000 to 312,500 axial scans per second [J].
Potsaid, Benjamin ;
Gorczynska, Iwona ;
Srinivasan, Vivek J. ;
Chen, Yueli ;
Jiang, James ;
Cable, Alex ;
Fujimoto, James G. .
OPTICS EXPRESS, 2008, 16 (19) :15149-15169
[18]   Ultrahigh speed 1050nm swept source / Fourier domain OCT retinal and anterior segment imaging at 100,000 to 400,000 axial scans per second [J].
Potsaid, Benjamin ;
Baumann, Bernhard ;
Huang, David ;
Barry, Scott ;
Cable, Alex E. ;
Schuman, Joel S. ;
Duker, Jay S. ;
Fujimoto, James G. .
OPTICS EXPRESS, 2010, 18 (19) :20029-20048
[19]   Processing and rendering of Fourier domain optical coherence tomography images at a line rate over 524 kHz using a graphics processing unit [J].
Rasakanthan, Janarthanan ;
Sugden, Kate ;
Tomlins, Peter H. .
JOURNAL OF BIOMEDICAL OPTICS, 2011, 16 (02)
[20]   Real-time processing for Fourier domain optical coherence tomography using a field programmable gate array [J].
Ustun, Teoman E. ;
Iftimia, Nicusor V. ;
Ferguson, R. Daniel ;
Hammer, Daniel X. .
REVIEW OF SCIENTIFIC INSTRUMENTS, 2008, 79 (11)