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
Link To Document