Trust region method for DOT image reconstruction

Progress in Biomedical Optics and Imaging - Proceedings of SPIE

Volumn 6434, Issue , 2007, Pages

  Kwon, Kiwoon ^a   Ho, Dong Su ^a   Eom, Gi Yun ^a   Lee, Seung Duk ^a   Kim, Beop Min ^a  

^a Yonsei University Wonju   (South Korea)

Author keywords

DOT; Frequency Domain DOT; Gradient descent method; Near infrared light; Newton method; The absorption coefficient; The scattering coefficient; Trust region method

Indexed keywords

FREQUENCY DOMAIN ANALYSIS; IMAGE RECONSTRUCTION; NONLINEAR SYSTEMS; OPTICAL TOMOGRAPHY;

GRADIENT DESCENT METHODS; PHOTON DENSITY DISTRIBUTION; THE ABSORPTION COEFFICIENTS; THE SCATTERING COEFFICIENTS; TRUST REGION METHOD;

TISSUE ENGINEERING;

EID: 34247403053     PISSN: 16057422     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1117/12.701729     Document Type: Conference Paper

References (17)

1. B. L. Horecker, "The Absorption Spectra of Hemoglobin and its Derivatives in the visible and Near Infra-Red Regions", J. Biol. Bhem., 148:174-183 (1943).
2. S. Fantini, M. A. Franceschini, and E. Gratton, "Semi-infmite- geometry boundary problem for light migration in highly scattering media: a frequency-domain study in the diffusion approximation", J. Opt. Soc. Am. B, 11(10):2128-2138(1994).
3. B. Chance, M. Cope, E. Gratton, N. Ramanujam, and B. Tromberg, "Phase measurement of light absorption and scatter in human tissue", Review of Scientific Instruments, 69(10): 3457-3481 (1998).
4. M. Kaschke, H. Jess, G. Gaida, J. M. Katenbach, and W. Wrobel, "Transillumination Imaging of Tissue by Phase Modulation Techniques,", Proc. OSA, 21:88-92 (1994).
5. L. Hoffman-Goetz L, N. L. Breen, and H. Meissner, "The impact of social class on the use of cancer screening within three racial/ethnic groups in the United States." Ethn Dis, 8:43-51(1998).
6. 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 instrumentation enchances optical mammography: initial clinical results," Proc. Natl. Acad. Sci, USA, 94:6468-6473 (1997).
7. S. Fantini, S. Walker, M. Franceschini, M. Kaschke, P. Schlag, and K. Moesta, "Assessment of the Size, Position, and Optical Properties of Breast Tumors in Vivo by Noninvasive Optical Methods," Appl. Opt., 37:1982-1989 (1998)
8. A. P. Gibson, J. C. Hebden, and S. R. Arridge, "Recent advances in diffuse optical imaging", Phys. Med. Biol., 50: R1-R43 (2005).
9. B. A. Brooksby, H. Dehghani, B. W. Pogue, and K. D. Paulsen, "Near-infrared(NIR) tomography breast image reconstruction with a priori structural information from MRI: Algorithm development for reconstructing heterogeneities", IEEE J. Sel. Top. Quantum Electron, 9:199-209(2003).
10. D. A. Boas, "Diffuse optical imaging of brain activation: Approaches to optimizing image sensitivity, resolution, and accuracy", Neuroimage 23:S275-S288 (1994).
11. D. A. Boas, M. A. O'Leary, B. Chance, and A. G. Yodh, "Detection and characterization of optical inhomogeneities with diffuse photon density waves: A signal-to-noise analysis", Apl. Opt., 36:75-92 (1997).
12. B. Chance, "Near-infrared images using continuous, Phase-modulated, and pulsed light with quantitation of blood and blood oxygenation", Ann. N. Y. Acad. Sci., 838:29-45(1998).
13. X. Chang and D. A. Boas, "Diffuse optical reflectance tomography using continuous-wave illumination", Opt. Express, 3:118-123(1998).
14. R. H. Byrd, R. B. Schnabel, and G. A. Shultz, "Approximate solution of the trust region problem by minimization over two-dimensional subspaces," Mathematical programming, 40:247-263 (1988).
15. M. S. Bazaraa, H. D. Sherali, and C. M. Shetty, "Nonlinear programming, theory and algorithms," John Wiley \& Sons, Inc., second edition (1993)
16. K. Levenberg, "A method of the solution of certain problems in least squares," Quart. Appl. Math., 2:164-168(1944).
17. D. Marquadt, "An algorithm for least-squares estimation of nonlinear parameters," IEEE Transactions of Circuits and Systems, CAS-26,Sept.(1979).