Automated three-dimensional registration and volume rebuilding for wide-field angiographic and structural optical coherence tomography

Abstract. We propose a three-dimensional (3-D) registration method to correct motion artifacts and construct the volume structure for angiographic and structural optical coherence tomography (OCT). This algorithm is particularly suitable for the nonorthogonal wide-field OCT scan acquired by a ultrahigh-speed swept-source system (>200  kHz A-scan rate). First, the transverse motion artifacts are corrected by the between-frame registration based on en face OCT angiography (OCTA). After A-scan transverse translation between B-frames, the axial motions are corrected based on the rebuilt boundary of inner limiting membrane. Finally, a within-frame registration is performed for local optimization based on cross-sectional OCTA. We evaluated this algorithm on retinal volumes of six normal subjects. The results showed significantly improved retinal smoothness in 3-D-registered structural OCT and image contrast on en face OCTA.

[1]  L. Riggs,et al.  Involuntary motions of the eye during monocular fixation. , 1950, Journal of experimental psychology.

[2]  Edward Wylęgała,et al.  Optical coherence angiography , 2016, Medicine.

[3]  James G. Fujimoto,et al.  Motion correction in optical coherence tomography volumes on a per A-scan basis using orthogonal scan patterns , 2012, Biomedical optics express.

[4]  Yifan Jian,et al.  En face projection imaging of the human choroidal layers with tracking SLO and swept source OCT angiography methods , 2015, European Conference on Biomedical Optics.

[5]  David Huang,et al.  Advanced image processing for optical coherence tomographic angiography of macular diseases. , 2015, Biomedical optics express.

[6]  Sophie Kubach,et al.  Wide-field imaging of retinal vasculature using optical coherence tomography-based microangiography provided by motion tracking , 2015, Journal of biomedical optics.

[7]  E. Peli Contrast in complex images. , 1990, Journal of the Optical Society of America. A, Optics and image science.

[8]  David Huang,et al.  Evaluation of artifact reduction in optical coherence tomography angiography with real-time tracking and motion correction technology. , 2016, Biomedical optics express.

[9]  Ahhyun S Nam,et al.  Complex differential variance algorithm for optical coherence tomography angiography. , 2014, Biomedical optics express.

[10]  Sina Farsiu,et al.  Handheld simultaneous scanning laser ophthalmoscopy and optical coherence tomography system. , 2013, Biomedical optics express.

[11]  Lelia Adelina Paunescu,et al.  Tracking optical coherence tomography. , 2004, Optics letters.

[12]  Brian C. Wilson,et al.  Improved phase-resolved optical Doppler tomography using the Kasai velocity estimator and histogram segmentation , 2002 .

[13]  Barry Cense,et al.  Real-time multi-functional optical coherence tomography. , 2003, Optics express.

[14]  G. Ripandelli,et al.  Optical coherence tomography. , 1998, Seminars in ophthalmology.

[15]  Alejandro F. Frangi,et al.  Muliscale Vessel Enhancement Filtering , 1998, MICCAI.

[16]  Sina Farsiu,et al.  Coherence revival multiplexed, buffered swept source optical coherence tomography: 400 kHz imaging with a 100 kHz source. , 2014, Optics letters.

[17]  J. Fujimoto,et al.  Ultrahigh speed spectral / Fourier domain OCT ophthalmic imaging at 70,000 to 312,500 axial scans per second. , 2008, Optics express.

[18]  Martin Leahy,et al.  In vivo imaging of the microcirculation of the volar forearm using correlation mapping optical coherence tomography (cmOCT) , 2011, Biomedical optics express.

[19]  Daniel M. Schwartz,et al.  In vivo volumetric imaging of human retinal circulation with phase-variance optical coherence tomography , 2011, Biomedical optics express.

[20]  Gangjun Liu,et al.  Automated motion correction using parallel-strip registration for wide-field en face OCT angiogram. , 2016, Biomedical optics express.

[21]  Carlo Tomasi,et al.  Enhanced video indirect ophthalmoscopy (VIO) via robust mosaicing , 2011, Biomedical optics express.

[22]  Bernard Choi,et al.  Intensity-based modified Doppler variance algorithm: application to phase instable and phase stable optical coherence tomography systems , 2011, Optics express.

[23]  Ruikang K. Wang,et al.  Eigendecomposition-Based Clutter Filtering Technique for Optical Microangiography , 2011, IEEE Transactions on Biomedical Engineering.

[24]  Austin Roorda,et al.  Real-time eye motion correction in phase-resolved OCT angiography with tracking SLO , 2012, Biomedical optics express.

[25]  Adrian Mariampillai,et al.  Speckle variance detection of microvasculature using swept-source optical coherence tomography. , 2008, Optics letters.

[26]  Carlo Tomasi,et al.  Automated non-rigid registration and mosaicing for robust imaging of distinct retinal capillary beds using speckle variance optical coherence tomography , 2013, Biomedical optics express.

[27]  Martin F. Kraus,et al.  Split-spectrum amplitude-decorrelation angiography with optical coherence tomography , 2012, Optics express.

[28]  Ruikang K. Wang,et al.  Three dimensional optical angiography. , 2007, Optics express.

[29]  D. Hubel,et al.  The role of fixational eye movements in visual perception , 2004, Nature Reviews Neuroscience.

[30]  S H Yun,et al.  Motion artifacts in optical coherence tomography with frequency-domain ranging. , 2004, Optics express.