TY - GEN
T1 - Bimodal BLT source reconstruction based on adjoint diffusion equations
AU - Hou, Yanbin
AU - Liang, Jimin
AU - Qu, Xiaochao
AU - Chen, Duofang
AU - Zhu, Shouping
AU - Tian, Jie
PY - 2012
Y1 - 2012
N2 - As one of molecular imaging, bioluminescence tomography (BLT) aims to recover internal source from surface measurement. Being an ill-posed inverse problem, BLT source reconstruction is usually converted to an optimization problem through regularization. In this contribution, we build a bimodal hybrid imaging system consisting of BLT and micro-CT, and then propose an improved source reconstruction method based on adjoint diffusion equations (ADEs). Compared with conventional methods based on constrained minimization problem (CMP), ADEs-based method replaces expensive iterative computation with solving a group of linear ADEs. Given surface flux density, internal source power density and photon fluence rate can be efficiently determined in one step. Both numerical and physical experiments are performed to evaluate the bimodal BLT/micro-CT imaging system and this novel reconstruction method. The relevant results demonstrate the feasibility and potential of this source reconstruction method.
AB - As one of molecular imaging, bioluminescence tomography (BLT) aims to recover internal source from surface measurement. Being an ill-posed inverse problem, BLT source reconstruction is usually converted to an optimization problem through regularization. In this contribution, we build a bimodal hybrid imaging system consisting of BLT and micro-CT, and then propose an improved source reconstruction method based on adjoint diffusion equations (ADEs). Compared with conventional methods based on constrained minimization problem (CMP), ADEs-based method replaces expensive iterative computation with solving a group of linear ADEs. Given surface flux density, internal source power density and photon fluence rate can be efficiently determined in one step. Both numerical and physical experiments are performed to evaluate the bimodal BLT/micro-CT imaging system and this novel reconstruction method. The relevant results demonstrate the feasibility and potential of this source reconstruction method.
KW - Adjoint diffusion equations (ADEs)
KW - Bioluminescence tomography (BLT)
KW - Inverse problem
KW - Multimodal molecular imaging
KW - Source reconstruction
UR - https://www.scopus.com/pages/publications/84861936873
U2 - 10.1117/12.908126
DO - 10.1117/12.908126
M3 - 会议稿件
AN - SCOPUS:84861936873
SN - 9780819488596
T3 - Progress in Biomedical Optics and Imaging - Proceedings of SPIE
BT - Multimodal Biomedical Imaging VII
T2 - Multimodal Biomedical Imaging VII
Y2 - 21 January 2012 through 22 January 2012
ER -