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使用图形处理单元的实时散斑方差扫频源光学相干断层扫描技术

Real-time speckle variance swept-source optical coherence tomography using a graphics processing unit.

作者信息

Lee Kenneth K C, Mariampillai Adrian, Yu Joe X Z, Cadotte David W, Wilson Brian C, Standish Beau A, Yang Victor X D

出版信息

Biomed Opt Express. 2012 Jul 1;3(7):1557-64. doi: 10.1364/BOE.3.001557. Epub 2012 Jun 7.

Abstract

Advances in swept source laser technology continues to increase the imaging speed of swept-source optical coherence tomography (SS-OCT) systems. These fast imaging speeds are ideal for microvascular detection schemes, such as speckle variance (SV), where interframe motion can cause severe imaging artifacts and loss of vascular contrast. However, full utilization of the laser scan speed has been hindered by the computationally intensive signal processing required by SS-OCT and SV calculations. Using a commercial graphics processing unit that has been optimized for parallel data processing, we report a complete high-speed SS-OCT platform capable of real-time data acquisition, processing, display, and saving at 108,000 lines per second. Subpixel image registration of structural images was performed in real-time prior to SV calculations in order to reduce decorrelation from stationary structures induced by the bulk tissue motion. The viability of the system was successfully demonstrated in a high bulk tissue motion scenario of human fingernail root imaging where SV images (512 × 512 pixels, n = 4) were displayed at 54 frames per second.

摘要

扫频源激光技术的进步不断提高扫频源光学相干断层扫描(SS-OCT)系统的成像速度。这些快速成像速度对于微血管检测方案非常理想,例如散斑方差(SV),其中帧间运动会导致严重的成像伪影和血管对比度损失。然而,SS-OCT和SV计算所需的计算密集型信号处理阻碍了激光扫描速度的充分利用。我们使用经过优化以进行并行数据处理的商用图形处理单元,报告了一个完整的高速SS-OCT平台,该平台能够以每秒108,000行的速度进行实时数据采集、处理、显示和保存。在进行SV计算之前,对结构图像进行亚像素图像配准,以减少由大块组织运动引起的静止结构的去相关。该系统的可行性在人体指甲根部成像的高大块组织运动场景中得到成功证明,其中SV图像(512×512像素,n = 4)以每秒54帧的速度显示。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/588a/3395481/55ab31d36ca3/boe-3-7-1557-g001.jpg

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