CASIA OpenIR  > 中国科学院分子影像重点实验室
Tomographic fluorescence reconstruction by a spectral projected
Jinzuo Ye1; Yu An2; Yamin Mao1; Shixin Jiang2; Xin Yang1; Chongwei Chi1; Jie Tian1
2015-02
Conference NameSPIE BiOS. International Society for Optics and Photonics
Conference Date205-02-07
Conference Place美国旧金山
AbstractIn vivo fluorescence molecular imaging (FMI) has played an increasingly important role in biomedical research of preclinical area. Fluorescence molecular tomography (FMT) further upgrades the two-dimensional FMI optical information to three-dimensional fluorescent source distribution, which can greatly facilitate applications in related studies. However, FMT presents a challenging inverse problem which is quite ill-posed and ill-conditioned. Continuous efforts to develop more practical and efficient methods for FMT reconstruction are still needed. In this paper, a method based on spectral projected gradient pursuit (SPGP) has been proposed for FMT reconstruction. The proposed method was based on the directional pursuit framework. A mathematical strategy named the nonmonotone line search was associated with the SPGP method, which guaranteed the global convergence. In addition, the Barzilai-Borwein step length was utilized to build the new step length of the SPGP method, which was able to speed up the convergence of this gradient method. To evaluate the performance of the proposed method, several heterogeneous simulation experiments including multisource cases as well as comparative analyses have been conducted. The results demonstrated that, the proposed method was able to achieve satisfactory source localizations with a bias less than 1 mm; the computational efficiency of the method was one order of magnitude faster than the contrast method; and the fluorescence reconstructed by the proposed method had a higher contrast to the background than the contrast method. All the results demonstrated the potential for practical FMT applications with the proposed method.
Document Type会议论文
Identifierhttp://ir.ia.ac.cn/handle/173211/14487
Collection中国科学院分子影像重点实验室
Corresponding AuthorJie Tian
Affiliation1.Key Laboratory of Molecular Imaging of Chinese Academy of Sciences, Institute of
2.Beijing Jiaotong University
Recommended Citation
GB/T 7714
Jinzuo Ye,Yu An,Yamin Mao,et al. Tomographic fluorescence reconstruction by a spectral projected[C],2015.
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