Improved Reconstruction of Frequency-Domain Optical-Coherence Tomograms (FDOCT)
Principal Investigator: Chandra Sekhar Seelamantula
Summary
FDOCT is an optical imaging modality that is suitable for fast imaging of thin biological specimens (thickness of the order of a few millimeters, resolution of the order of a few micrometers). The conventional reconstruction techniques give rise to some objectionable artifacts, which limit the efficiency of the modality. We have developed new techniques for artifact-free, high-fidelity tomogram reconstruction in FDOCT.
Main Contribution
The key contributions of our work are: 1) the development of a new nonlinear, noniterative technique that significantly suppresses the autocorrelation artifacts; and 2) a new method to acquire data and to perform reconstruction without complex-conjugate ambiguity. The first technique is based on a cepstrum approach for tomogram reconstruction and the second one employs a combination of Hilbert and Fourier transforms. The theoretical aspects of the two techniques have been investigated and extensive validation on synthesized as well as real-world experimental data has been carried out. Our investigations showed that the proposed techniques offer a significant improvement in reconstruction quality. The techniques are also quite fast; the associated computational complexity is comparable to that of the conventional Fourier-transform technique.
Collaborations: Prof. Michael Unser, Prof. Rainer Leitgeb (Medical University of Vienna), Prof. Theo Lasser, Martin Villiger (LOB)
Period: 2006-ongoing
Funding: Center for Biomedical Imaging (CIBM)
Major Publications
- , , Performance Analysis of Reconstruction Techniques for Frequency-Domain Optical-Coherence Tomography, IEEE Transactions on Signal Processing, vol. 58, no. 3, pp. 1947–1951, March 2010.
- , , , , Exact and Efficient Signal Reconstruction in Frequency-Domain Optical-Coherence Tomography, Journal of the Optical Society of America A, vol. 25, no. 7, pp. 1762–1771, July 2008.
- , , , , Theoretical Analysis of Complex-Conjugate-Ambiguity Suppression in Frequency-Domain Optical-Coherence Tomography, Proceedings of the Fifth IEEE International Symposium on Biomedical Imaging: From Nano to Macro (ISBI'08), Paris, French Republic, May 14-17, 2008, pp. 396–399.
- , , Performance Analysis of the Cepstral Technique for Frequency-Domain Optical-Coherence Tomography, Proceedings of the Thirty-Third IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP'08), Las Vegas NV, USA, March 30-April 4, 2008, pp. 557–560.
- , , , , Logarithmic Transformation Technique for Exact Signal Recovery in Frequency-Domain Optical-Coherence Tomography, Proceedings of the SPIE European Conference on Biomedical Optics: Progress in Biomedical Optics and Imaging (ECBO'07), Münich, Federal Republic of Germany, June 17-21, 2007, vol. 6627, pp. 662714-1–662714-6.
- , , , , , , Non-Iterative Exact Signal Recovery in Frequency Domain Optical Coherence Tomography, Proceedings of the Fourth IEEE International Symposium on Biomedical Imaging: From Nano to Macro (ISBI'07), Arlington VA, USA, April 12-15, 2007, pp. 808–811.
- , , , , Complex Ambiguity-Free Fourier Domain Optical Coherence Tomography through Transverse Scanning, Optics Letters, vol. 32, no. 23, pp. 3453–3455, December 2007.