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Optics Express

Optics Express

  • Editor: Michael Duncan
  • Vol. 10, Iss. 1 — Jan. 14, 2002
  • pp: 46–53

Blind deconvolution in optical diffusion tomography

Stuart M. Jefferies, Kathy J. Schulze, Charles L. Matson, Kurt Stoltenberg, and E. Keith Hege  »View Author Affiliations


Optics Express, Vol. 10, Issue 1, pp. 46-53 (2002)
http://dx.doi.org/10.1364/OE.10.000046


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Abstract

We use blind deconvolution methods in optical diffusion tomography to reconstruct images of objects imbedded in or located behind turbid media from continuous-wave measurements of the scattered light transmitted through the media. In particular, we use a blind deconvolution imaging algorithm to determine both a deblurred image of the object and the depth of the object inside the turbid medium. Preliminary results indicate that blind deconvolution produces better reconstructions than can be obtained using backpropagation techniques. Moreover, it does so without requiring prior knowledge of the characteristics of the turbid medium or of what the blur-free target should look like: important advances over backpropagation.

© Optical Society of America

OCIS Codes
(100.1830) Image processing : Deconvolution
(170.7050) Medical optics and biotechnology : Turbid media

ToC Category:
Research Papers

History
Original Manuscript: November 30, 2001
Published: January 14, 2002

Citation
Stuart Jefferies, Kathy Schulze, Charles Matson, Kurt Stoltenberg, and E. Keith Hege, "Blind deconvolution in optical diffusion tomography," Opt. Express 10, 46-53 (2002)
http://www.opticsinfobase.org/oe/abstract.cfm?URI=oe-10-1-46


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References

  1. E. P. Zege, A. P. Ivanov, and I. L. Katsev, Image transfer through a scattering medium, (Springer-Verlag, Berlin-Heidelberg, 1991), Chap. 6. [CrossRef]
  2. C. L. Matson, "A diffraction tomographic model of the forward problem using diffuse photon density waves," Opt. Express 1, 6-11 (1997) <a href="http://www.opticsexpress.org/oearchive/source/1884.htmF">http://www.opticsexpress.org/oearchive/source/1884.htm</a>. [CrossRef] [PubMed]
  3. C. L. Matson and H. Liu, "Backpropagation in turbid media," J. Opt. Soc. Am. A 16, 1254-1265 (1999). [CrossRef]
  4. C. L. Matson, "Deconvolution-based spatial resolution in optical diffusion tomography," Appl. Opt. 40, 5791-5801 (2001). [CrossRef]
  5. J. W. Goodman, Introduction to Fourier Optics, 2nd ed. (McGraw-Hill, Boston, 1996), Chap. 3.
  6. R. K. Pina and R. C. Puetter, "Incorporation of spatial information in Bayesian image reconstruction: the maximum residual likelihood criterion," PASP 104, 1096-1103 (1992). [CrossRef]
  7. M. Lloyd-Hart, S. M. Jefferies, E. K. Hege, and J. R. P. Angel, "Wave Front Sensing with Time-of-flight Phase Diversity," Opt. Lett. 26, 402-404 (2001). [CrossRef]
  8. D. G. Sheppard, B. R. Hunt, and M.W. Marcellen, "Iterative multi-frame super-resolution algorithms for atmospheric-turbulence-degraded imagery," J. Opt. Soc. Am. A 15, 978-992 (1998). [CrossRef]
  9. C. L. Matson, N. Clark, L. McMackin, and J. S. Fender, "Three-dimensional tumor localization in thick tissue with the use of diffuse photon-density waves," Appl. Opt. 36, 214-220 (1997). [CrossRef] [PubMed]
  10. X. Cheng and D. A. Boas, "Diffuse optical reflection tomography with continuous-wave illumination," Opt. Express 3, 118-123 (1998), <a href="http://www.opticsexpress.org/oearchive/source/5663.htm">http://www.opticsexpress.org/oearchive/source/5663.htm</a>. [CrossRef] [PubMed]
  11. C. L. Matson and H. Liu, "Resolved object imaging and localization with the use of a backpropagation algorithm," Opt. Express 6, 168-174 (2000), <a href="http://www.opticsexpress.org/oearchive/source/19570.htm">http://www.opticsexpress.org/oearchive/source/19570.htm</a>. [CrossRef] [PubMed]
  12. A. S. Carasso, "Direct blind deconvolution," SIAM J. Appl. Math. 61, 1980-2007 (2001). [CrossRef]
  13. S. M. Jefferies and J. C. Christou, "Restoration of astronomical images by iterative blind deconvolution," Astro. Phys. J. 415, 862-864 (1993). [CrossRef]

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