Title :
Optical diffusion imaging using nonlinear multigrid optimization
Author :
Webb, Kevin J. ; Ye, Jong Chul ; Bouman, Charles A. ; Millane, R.P.
Author_Institution :
Sch. of Electr. & Comput. Eng., Purdue Univ., West Lafayette, IN, USA
Abstract :
Summary form only given. The measurement situation we consider involves multiple source and detector locations around the perimeter of a highly scattering domain. A frequency domain measurement involves modulating each light source with a CW signal and performing a coherent detection at this modulation frequency. The multiple scatter and absorption within the domain results in a spatially-dependant magnitude and phase of the light intensity (the measurement data). In particular, we have proposed an iterative coordinate descent optimisation, an ICD/Born method which provides high quality reconstructions and is computationally efficient when compared to the conventional iterative Born approximation methods. However, the computational complexity of ICD/Born is still prohibitive for large three dimensional problems perhaps more importantly, local optimisation methods such as ICD/Born can become trapped in local minimum.
Keywords :
iterative methods; light scattering; optical images; optimisation; CW signal; ICD/Born method; coherent detection; detector locations; frequency domain measurement; highly scattering domain; iterative coordinate descent optimisation; light source modulation; local minimum; local optimisation methods; measurement situation; modulation frequency; multiple scatter; multiple source; nonlinear multigrid optimization; optical diffusion imaging; spatially-dependant magnitude; Detectors; Frequency domain analysis; Frequency measurement; Iterative methods; Light scattering; Nonlinear optics; Optical imaging; Optical modulation; Optical scattering; Optimization methods;
Conference_Titel :
Lasers and Electro-Optics Europe, 2000. Conference Digest. 2000 Conference on
Conference_Location :
Nice
Print_ISBN :
0-7803-6319-1
DOI :
10.1109/CLEOE.2000.910347