Evolution strategies for optical tomographic characterization of homogeneous media

Optics Express

Volumn 7, Issue 13, 2000, Pages 507-518

  Hielscher, Andreas H ^a,b   Klose, Alexander D ^a,c   Beuthan, J ^c  

^a SUNY DOWNSTATE MEDICAL CENTER   (United States)

^b POLYTECHNIC UNIVERSITY   (United States)

^c FREIE UNIVERSITÄT BERLIN   (Germany)

Author keywords

[No Author keywords available]

Indexed keywords

ANISOTROPY; EVOLUTIONARY ALGORITHMS; IMAGE RECONSTRUCTION; IMAGING TECHNIQUES; LIGHT SCATTERING; MATHEMATICAL MODELS; OPTIMIZATION; TURBIDITY;

EVOLUTION-STRATEGY (ES) ALGORITHMS; IMAGE RECONSTRUCTION TECHNIQUES; NEAR-INFRARED (NIR) LIGHT; TURBID MEDIA;

TOMOGRAPHY;

EID: 0001157177     PISSN: 10944087     EISSN: None     Source Type: Journal    
DOI: 10.1364/OE.7.000507     Document Type: Article

References (35)

1. Optical Tomography and Spectroscopy of Tissue III, B. Chance, R.R. Alfano, B. J. Tromberg, eds. Proc. of the SPIE Vol. 3597 (1999).
2. Optical Tomography and Spectroscopy of Tissue II: Theory, Instrumentation, Model, and Human Studies, B. Chance, R.R. Alfano, A. Katzir, eds. Proc. of the SPIE Vol. 2979 (1997).
3. Optical Tomography, Photon Migration, and Spectroscopy of tissue and Model Medial: Theory, human Studies, and Instrumentation, B. Chance, R.R. Alfano, A. Katzir, eds. Proc. of the SPIE Vol. 2389 (1995).
4. K. Wells, J.C. Hebden. F.E.W. Schmidt, and D.T. Delpy, "The UCL multichannel time-resolved system for optical tomography", in Optical Tomograpgy and Spectroscopy of Tissue, B. Chance and R.R. Alfano, Eds., Proc. of the SPIE Vol. 2979, pp. 599-607 (1997).
5. J.P. Vanhouten, D.A. Benaron, S. Spilman, and D.K. Stevenson, "Imaging brain injury using time-resolved near-infrared light scanning," Pediatric Research 39, 470-476 (1996).
6. M. Miwa and Y. Ueda, "Development of time-resolved spectroscopy system for quantitative noninvasive tissue measurement," in Optical Tomography, Photon Migration, and Spectroscopy of Tissue and Model Media, B. Chance and R.R. Alfano, eds., Proc. of the SPIE Vol. 2389, pp.142-149 (1995).
7. M.A. Franceschini, K.T. Moesta, S. Fantini, G. Gaida, E. Gratton, H. Jess, W.W. Mantulin, M. Seeber, P.M. Schlag, and M. Kaschke, "Frequency-domain techniques enhance optical mammography: initial clinical results," Proc. of the National Academy of Sciences of the USA, vol. 94, pp. 6468-647 (1997).
8. S.R. Arridge, "Optical tomography in medical imaging," Inverse Problems 15, pp. R41-R93 (1999).
9. S.R. Arridge and J.C. Hebden, "Optical imaging in medicine: II. Modelling and reconstruction," Phys. Med. Biol. 42, pp. 841-853 (1997).
10. R.L. Barbour, H.L. Graber, J.W. Chang, S.L. S. Barbour, P.C. Koo, R. Aronson, "MRI-guided optical tomography: Prospects and computation for a new imaging method," IEEE Computational Science & Engineering 2, pp. 63-77 (1995).
11. Y.Q. Yao, Y. Wang, Y.L. Pei, W. W. Zhu, R.L. Barbour, "Frequency-domain optical imaging of absorption and scattering distributions by Born iterative method," J. Opt. Soc. Am. A 14, pp. 325-342 (1997).
12. K.D. Paulsen and H. Jiang, "Enhanced frequency domain optical image reconstruction in tissues through total variation minimization," Appl. Opt. 35, pp. 3447-3458 (1996).
13. B.W. Pogue, T.O. McBride, J. Prewitt, U.L. Osterberg, K.D. Paulsen, "Spatially variant regularisation improves diffuse optical tomography," Appl. Opt. 38 (13), 2950-2961 (1999).
14. H. Jiang, K.D. Paulsen, and U.L. Österberg, "Optical image reconstruction using DC data: simulations and experiments," Phys. Med. Biol. 41, pp.1483-1498 (1996).
15. M.A. O'Leary, D.A. Boas, B. Chance, and A.G. Yodh, "Experimental images of heterogeneous turbid media by frequency-domain diffusion-photon tomography," Opt. Letters 20, 426-428 (1995).
16. D.Y. Paithankar, A.U. Chen, B.W. Pogue, M.S. Patterson, and E.M. Sevick-Muraca, "Imaging of fluorescent yield and lifetime from multiply scattered light reemitted from random media," Appl. Opt. 36, pp. 2260-2272 (1997).
17. M.V. Klibanov, T.R. Lucas, and R.M. Frank, "A fast and accurate imaging algorithm in optical diffusion tomography," Inverse Problems, vol. 13, pp. 1341-1361, 1997.
18. O. Dorn,"A transport-backtransport method for optical tomography," Inverse Problems 14, 1107-1130 (1998).
19. A.D. Klose and A.H. Hielscher, "Iterative reconstruction scheme for optical tomography based on the equation of radiative transfer," Medical Physics 26 (8), 1698-1707 (1999).
20. S. S. Saquib, K. M. Hanson, and G. S. Cunningham, "Model-based image reconstruction from time-resolved diffusion data," in Medical Imaging: Image Processing, Proc. of the SPIE Vol. 3034, pp. 369-380, 1997.
21. S.R. Arridge and M. Schweiger, "A gradient-based optimisation scheme for optical tomography," Opt. Express 2 (6), 213-226 (1998). http://www.opticsexpress.org/oearchive/source/4014.htm
22. A.H. Hielscher, A.D. Klose, K.M. Hanson, "Gradient-based iterative image reconstruction scheme for time-resolved optical tomography," IEEE Transactions on Medical Imaging 18, 262-271 (1999).
23. R. Roy and E.M. Sevick-Muraca,"Truncated Newton's optimization scheme for absorption and fluorescence optical tomography: Part I Theory and formulation, Opt. Express 4 (10), 353-371 (1999). http://www.opticsexpress.org/ oearchive/source/9268.htm
24. H.P. Schwefel, Evolution and Optimum Seeking, John Wiley & Sons, New York, NY 1995.
25. T. Bäck, H.P. Schwefel, An overview of evolutionary algorithms for parameter optimization," Evolutionary Computation 1 (1),1-23 1993.
26. Z. Michlewicz, Genetic Algorithms + Data Structures = Evolution Programs, Springer,New York, NY 1999.
27. W.M. Star, J.P.A. Marijnissen, H. Jansen, M. Keijzer, M.J.C. van Gemert, "Light dosimetry for photodynamic therapy by whole bladder wall irradiation," Photchem. Photobiol. 46, 619-624 (1987).
28. C.J.M. Moes, M.J.C. van Gemert, W.M. Star, J.P.A. Marijnissen, S.A. Prahl, "Measurements and calculations of the energy fluence rate in a scattering and absorbing phantom at 633 nm," Appl. Opt. 28, 2292-2296 (1989).
29. H.J. van Staveren, C.J.M. Moes, J. van Marie, S.A. Prahl, M.J.C. van Gemert, "Light scattering in Intralipid-10% in the wavelength range of 400-1100 nm." Appl. Opt. 30, 4507-4514 (1991).
30. S.T. Flock, S.L. Jacques, B.C. Wilson, W.M. Star, M.J.C. van Gemert, "Optical properties of Intralipid: A phantom medium for light propagation studies," Lasers Surg. Med. 12, 510-519 (1992).
31. A.J. Welch, M.J.C. van Gemert, Optical-Thermal Response of Laser-Irradiated Tissue, (New York, NY, Plenum Press 1995).
32. D.A. Pierre, Optimization Theory with Applications (Mineola, NY, Dover Publication 1986).
33. W.H. Press, S.A. Teukolsky, W.T. Vetterling, B.P. Flannery, Numerical Recipes in C, (New York, NY Cambridge University Press 1992),pp. 420-425.
34. G. Schneider, J. Schuchhardt, P.Wrede, "Evolutionary optimization in multimodal space," Biological Cybernetics 74, pp. 203-207 (1996).
35. W.H. Press, S.A. Teukolsky, W.T. Vetterling, B.P. Flannery, Numerical Recipes in C, (New York, NY Cambridge University Press 1992), (pp. 288-290).