• DocumentCode
    1338505
  • Title

    Performance Analysis of Reconstruction Techniques for Frequency-Domain Optical-Coherence Tomography

  • Author

    Seelamantula, Chandra Sekhar ; Unser, Michael

  • Author_Institution
    Dept. of Electr. Eng., Indian Inst. of Sci., Bangalore, India
  • Volume
    58
  • Issue
    3
  • fYear
    2010
  • fDate
    3/1/2010 12:00:00 AM
  • Firstpage
    1947
  • Lastpage
    1951
  • Abstract
    We address the issue of noise robustness of reconstruction techniques for frequency-domain optical-coherence tomography (FDOCT). We consider three reconstruction techniques: Fourier, iterative phase recovery, and cepstral techniques. We characterize the reconstructions in terms of their statistical bias and variance and obtain approximate analytical expressions under the assumption of small noise. We also perform Monte Carlo analyses and show that the experimental results are in agreement with the theoretical predictions. It turns out that the iterative and cepstral techniques yield reconstructions with a smaller bias than the Fourier method. The three techniques, however, have identical variance profiles, and their consistency increases linearly as a function of the signal-to-noise ratio.
  • Keywords
    Fourier analysis; Monte Carlo methods; cepstral analysis; frequency-domain analysis; iterative methods; optical tomography; signal reconstruction; FDOCT; Fourier method; Monte Carlo analyses; cepstral techniques; frequency-domain optical-coherence tomography; iterative phase recovery; noise robustness; reconstruction techniques; signal-to-noise ratio; Bias; cepstrum; frequency-domain optical-coherence tomography (FDOCT); variance;
  • fLanguage
    English
  • Journal_Title
    Signal Processing, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    1053-587X
  • Type

    jour

  • DOI
    10.1109/TSP.2009.2037077
  • Filename
    5339162