4.5 Article

Real-time resampling in Fourier domain optical coherence tomography using a graphics processing unit

Journal

JOURNAL OF BIOMEDICAL OPTICS
Volume 15, Issue 3, Pages -

Publisher

SPIE-SOC PHOTOPTICAL INSTRUMENTATION ENGINEERS
DOI: 10.1117/1.3437078

Keywords

Fourier domain optical coherence tomography; graphics processing unit

Funding

  1. European Commission [MEST-CT-2005-020353]
  2. EPSRC [EP/H004963/1]
  3. Engineering and Physical Sciences Research Council [EP/H004963/1] Funding Source: researchfish
  4. EPSRC [EP/H004963/1] Funding Source: UKRI

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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 frames/sec is achieved for processed images (1024 x 1024 pixels) using a line-scan charge-coupled device (CCD) camera operating at 25.6 kHz. (C) 2010 Society of Photo-Optical Instrumentation Engineers. [DOI: 10.1117/1.3437078]

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