Simon Fraser University, School of Engineering Science, Faculty of Applied Sciences, Burnaby, British Columbia, Canada.
University of British Columbia, Department of Ophthalmology and Visual Sciences, Vancouver, British Columbia, Canada.
J Biomed Opt. 2017 Mar 1;22(3):36007. doi: 10.1117/1.JBO.22.3.036007.
The visibility of retinal microvasculature in optical coherence tomography angiography (OCT-A) images is negatively affected by the small dimension of the capillaries, pulsatile blood flow, and motion artifacts. Serial acquisition and time-averaging of multiple OCT-A images can enhance the definition of the capillaries and result in repeatable and consistent visualization. We demonstrate an automated method for registration and averaging of serially acquired OCT-A images. Ten OCT-A volumes from six normal control subjects were acquired using our prototype 1060-nm swept source OCT system. The volumes were divided into microsaccade-free en face angiogram strips, which were affine registered using scale-invariant feature transform keypoints, followed by nonrigid registration by pixel-wise local neighborhood matching. The resulting averaged images were presented of all the retinal layers combined, as well as in the superficial and deep plexus layers separately. The contrast-to-noise ratio and signal-to-noise ratio of the angiograms with all retinal layers (reported as average ± standard deviation ) increased from 0.52 ± 0.22 and 19.58 ± 4.04 ?? dB for a single image to 0.77 ± 0.25 and 25.05 ± 4.73 ?? dB , respectively, for the serially acquired images after registration and averaging. The improved visualization of the capillaries can enable robust quantification and study of minute changes in retinal microvasculature.
光学相干断层扫描血管造影(OCT-A)图像中视网膜微血管的可视性受到毛细血管的小尺寸、脉动血流和运动伪影的负面影响。对多个 OCT-A 图像进行序列采集和时间平均可以增强毛细血管的清晰度,并实现可重复且一致的可视化。我们展示了一种用于注册和平均连续采集的 OCT-A 图像的自动化方法。使用我们的原型 1060nm 扫频源 OCT 系统从 6 名正常对照受试者中获取了 10 个 OCT-A 容积。这些体积被分为无微扫视的平面血管造影带,使用尺度不变特征变换关键点进行仿射配准,然后通过像素级局部邻域匹配进行非刚性配准。结果显示了所有视网膜层的平均图像,以及浅层和深层丛层的单独平均图像。所有视网膜层的血管造影的对比度噪声比和信噪比(报告为平均值±标准差)从单个图像的 0.52±0.22 和 19.58±4.04 dB 分别增加到注册和平均后的连续采集图像的 0.77±0.25 和 25.05±4.73 dB。毛细血管的可视化得到改善,可以实现对视网膜微血管微小变化的稳健量化和研究。