Image reconstruction in diffuse optical tomography based on simplified spherical harmonics approximation

被引:22
作者
Chu, Michael [1 ]
Dehghani, Hamid [2 ]
机构
[1] Univ Exeter, Sch Phys, Exeter EX4 1EZ, Devon, England
[2] Univ Birmingham, Sch Comp Sci, Birmingham B15 2TT, W Midlands, England
基金
英国工程与自然科学研究理事会;
关键词
BIOLUMINESCENCE TOMOGRAPHY; NONSCATTERING REGIONS; RADIATIVE-TRANSFER; LIGHT-PROPAGATION; VOID REGIONS; BREAST; TRANSPORT; EQUATIONS; TISSUE; FLUORESCENCE;
D O I
10.1364/OE.17.024208
中图分类号
O43 [光学];
学科分类号
070207 ; 0803 ;
摘要
The use of higher order approximations to the Radiative transport equation, through simplified spherical harmonics expansion (SPN) in optical tomography are presented. It is shown that, although the anisotropy factor can be modeled in the forward problem, its sensitivity to the measured boundary data is limited to superficial regions and more importantly, due to uniqueness of the inverse problem it cannot be determined using frequency domain data. Image reconstruction through the use of higher ordered models is presented. It is demonstrated that at higher orders (for example SP7) the image reconstruction becomes highly under-determined due to the large increase in the number of unknowns which cannot be adequately recovered. However, reconstruction of diffuse parameters, namely optical absorption and reduced scatter have shown to be more accurate where only the sensitivity matrix used in the inverse problem is based on SPN method and image reconstruction is limited to these two diffuse parameters. (C) 2009 Optical Society of America
引用
收藏
页码:24208 / 24223
页数:16
相关论文
共 42 条
[1]   Tomographic bioluminescence imaging by use of a combined optical-PET (OPET) system: a computer simulation feasibility study [J].
Alexandrakis, G ;
Rannou, FR ;
Chatziioannou, AF .
PHYSICS IN MEDICINE AND BIOLOGY, 2005, 50 (17) :4225-4241
[2]   PHOTON-MEASUREMENT DENSITY-FUNCTIONS .2. FINITE-ELEMENT-METHOD CALCULATIONS [J].
ARRIDGE, SR ;
SCHWEIGER, M .
APPLIED OPTICS, 1995, 34 (34) :8026-8037
[3]   Optical tomography in medical imaging [J].
Arridge, SR .
INVERSE PROBLEMS, 1999, 15 (02) :R41-R93
[4]   The finite element model for the propagation of light in scattering media: A direct method for domains with nonscattering regions [J].
Arridge, SR ;
Dehghani, H ;
Schweiger, M ;
Okada, E .
MEDICAL PHYSICS, 2000, 27 (01) :252-264
[5]   Nonuniqueness in diffusion-based optical tomography [J].
Arridge, SR ;
Lionheart, WRB .
OPTICS LETTERS, 1998, 23 (11) :882-884
[6]   A comparison between transport and diffusion calculations using a finite element-spherical harmonics radiation transport method [J].
Aydin, ED ;
de Oliveira, CRE ;
Goddard, AJH .
MEDICAL PHYSICS, 2002, 29 (09) :2013-2023
[7]   Three-dimensional optical tomography of hemodynamics in the human head [J].
Bluestone, AY ;
Abdoulaev, G ;
Schmitz, CH ;
Barbour, RL ;
Hielscher, AH .
OPTICS EXPRESS, 2001, 9 (06) :272-286
[8]   Improving the diffuse optical imaging spatial resolution of the cerebral hemodynamic response to brain activation in humans [J].
Boas, DA ;
Chen, K ;
Grebert, D ;
Franceschini, MA .
OPTICS LETTERS, 2004, 29 (13) :1506-1508
[9]   Imaging the body with diffuse optical tomography [J].
Boas, DA ;
Brooks, DH ;
Miller, EL ;
DiMarzio, CA ;
Kilmer, M ;
Gaudette, RJ ;
Zhang, Q .
IEEE SIGNAL PROCESSING MAGAZINE, 2001, 18 (06) :57-75
[10]  
CAHANDRASEKHAR S, 1950, RAD TRANSFER