Strip-based registration of serially acquired optical coherence tomography angiography

Morgan Heisler; Sieun Lee; Zaid Mammo; Yifan Jian; Myeong Jin Ju; Andrew Merkur; Eduardo Navajas; Chandrakumar Balaratnasingam; Mirza Faisal Beg; Marinko V. Sarunic

doi:10.1117/1.JBO.22.3.036007

7 March 2017 Strip-based registration of serially acquired optical coherence tomography angiography

Morgan Heisler, Sieun Lee, Zaid Mammo, Yifan Jian, Myeong Jin Ju, Andrew Merkur, Eduardo Navajas, Chandrakumar Balaratnasingam, Mirza Faisal Beg, Marinko V. Sarunic

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Journal of Biomedical Optics, Vol. 22, Issue 3, 036007 (March 2017). https://doi.org/10.1117/1.JBO.22.3.036007

Abstract

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.

CC BY: © The Authors. Published by SPIE under a Creative Commons Attribution 4.0 Unported License. Distribution or reproduction of this work in whole or in part requires full attribution of the original publication, including its DOI.

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Morgan Heisler, Sieun Lee, Zaid Mammo, Yifan Jian, Myeong Jin Ju, Andrew Merkur, Eduardo Navajas, Chandrakumar Balaratnasingam, Mirza Faisal Beg, and Marinko V. Sarunic "Strip-based registration of serially acquired optical coherence tomography angiography," Journal of Biomedical Optics 22(3), 036007 (7 March 2017). https://doi.org/10.1117/1.JBO.22.3.036007

Received: 19 October 2016; Accepted: 20 February 2017; Published: 7 March 2017

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