Real-time Resampling in Fourier Domain Optical Coherence Tomography Using a Graphics Processing Unit
Overview
Ophthalmology
Affiliations
Fourier domain optical coherence tomography (FD-OCT) requires either a linear-in-wavenumber spectrometer or a computationally heavy software algorithm to recalibrate the acquired optical signal from wavelength to wavenumber. The first method is sensitive to the position of the prism in the spectrometer, while the second method drastically slows down the system speed when it is implemented on a serially oriented central processing unit. We implement the full resampling process on a commercial graphics processing unit (GPU), distributing the necessary calculations to many stream processors that operate in parallel. A comparison between several recalibration methods is made in terms of performance and image quality. The GPU is also used to accelerate the fast Fourier transform (FFT) and to remove the background noise, thereby achieving full GPU-based signal processing without the need for extra resampling hardware. A display rate of 25 framessec is achieved for processed images (1,024 x 1,024 pixels) using a line-scan charge-coupled device (CCD) camera operating at 25.6 kHz.
Han S, Wijesinghe R, Jeon D, Han Y, Lee J, Lee J Sensors (Basel). 2020; 20(7).
PMID: 32272646 PMC: 7181120. DOI: 10.3390/s20072067.
Lee J, Wijesinghe R, Jeon D, Kim P, Choung Y, Jang J Sci Rep. 2018; 8(1):17432.
PMID: 30479360 PMC: 6258704. DOI: 10.1038/s41598-018-35563-5.
Recovering distance information in spectral domain interferometry.
Bradu A, Israelsen N, Maria M, Marques M, Rivet S, Feuchter T Sci Rep. 2018; 8(1):15445.
PMID: 30337645 PMC: 6194011. DOI: 10.1038/s41598-018-33821-0.
Bradu A, Kapinchev K, Barnes F, Podoleanu A Biomed Opt Express. 2015; 6(9):3655-69.
PMID: 26417531 PMC: 4574687. DOI: 10.1364/BOE.6.003655.
Xu D, Huang Y, Kang J Opt Express. 2014; 22(12):14871-84.
PMID: 24977582 PMC: 4083058. DOI: 10.1364/OE.22.014871.