Title :
Performance Evaluation of a Priori Information on Reconstruction of Fluorescence Molecular Tomography
Author :
Xin Liu ; Zhuangzhi Yan ; Hongbing Lu
Author_Institution :
Sch. of Commun. & Inf. Eng., Shanghai Univ., Shanghai, China
Abstract :
Fluorescence molecular tomography (FMT) plays an important role in in vivo small animal imaging. However, due to the diffusive nature of photon propagation in biological tissues, FMT suffers from a low spatial resolution, which limits its capability of resolving the distribution of fluorescent biomarkers. In this paper, we investigate the effect of functional and structural a priori information on the accuracy of FMT reconstruction by a hybrid FMT and X-ray computed tomography imaging system. The results from numerical simulation and phantom experiments suggest that the fluorescence targets embedded in heterogeneous medium can be localized when structural a priori information is utilized to constrain the reconstruction process. In addition, both the functional and structural a priori information are essential for the recovery of fluorophore concentration.
Keywords :
biomedical optical imaging; computerised tomography; fluorescence; image reconstruction; image resolution; medical image processing; optical tomography; phantoms; FMT reconstruction; X-ray computed tomography imaging system; biological tissues; fluorescence molecular tomography; fluorescent biomarkers; fluorophore concentration; functional a priori information; in vivo small animal imaging; performance evaluation; phantom; photon propagation; spatial resolution; structural a priori information; Animals; Biomedical imaging; Fluorescence; Image reconstruction; In vivo; Molecular imaging; Optical imaging; Reconstruction algorithms; Tomography; Image reconstruction; optical imaging; reconstruction algorithms;
Journal_Title :
Access, IEEE
DOI :
10.1109/ACCESS.2015.2402673