Inverse source problems in transport equations

被引:43
作者
Bal, Guillaume [1 ]
Tamasan, Alexandru [1 ]
机构
[1] Columbia Univ, Dept Appl Phys & Appl Math, New York, NY 10027 USA
关键词
attenuated Radon transform; scattering; optical molecular imaging;
D O I
10.1137/050647177
中图分类号
O29 [应用数学];
学科分类号
070104 ;
摘要
This paper proposes an iterative technique to reconstruct the source term in transport equations, which account for scattering effects, from boundary measurements. In the two-dimensional setting, the full outgoing distribution in the phase space ( position and direction) needs to be measured. In three space dimensions, we show that measurements for angles that are orthogonal to a given direction are sufficient. In both cases, the derivation is based on a perturbation of the inversion of the two-dimensional attenuated Radon transform and requires that (the anisotropic part of) scattering be sufficiently small. We present an explicit iterative procedure, which converges to the source term we want to reconstruct. Applications of the inversion procedure include optical molecular imaging, an increasingly popular medical imaging modality.
引用
收藏
页码:57 / 76
页数:20
相关论文
共 42 条
[1]  
ANIKONOV DS, 2002, INVERSE 3 POSED PROB, V30
[2]  
[Anonymous], PRINCIPLES FLUORESEN
[3]   X-ray tomography in scattering media [J].
Antyufeev, VS ;
Bondarenko, AN .
SIAM JOURNAL ON APPLIED MATHEMATICS, 1996, 56 (02) :573-587
[4]  
Arbuzov EV, 1998, SIBERIAN ADV MATH, V8, P1
[5]   Optical tomography in medical imaging [J].
Arridge, SR .
INVERSE PROBLEMS, 1999, 15 (02) :R41-R93
[6]   IDENTIFICATION OF SCATTERING MEDIA FROM REFLECTED FLOWS [J].
BABOVSKY, H .
SIAM JOURNAL ON APPLIED MATHEMATICS, 1991, 51 (06) :1676-1704
[7]   Inverse problems for homogeneous transport equations: II. The multidimensional case [J].
Bal, G .
INVERSE PROBLEMS, 2000, 16 (04) :1013-1028
[8]   Fast numerical inversion of the attenuated Radon transform with full and partial measurements [J].
Bal, G ;
Moireau, P .
INVERSE PROBLEMS, 2004, 20 (04) :1137-1164
[9]   On the attenuated Radon transform with full and partial measurements [J].
Bal, G .
INVERSE PROBLEMS, 2004, 20 (02) :399-418
[10]   Novikov's inversion formula for the attenuated radon transform -: A new approach [J].
Boman, J ;
Strömberg, JO .
JOURNAL OF GEOMETRIC ANALYSIS, 2004, 14 (02) :185-198