Title :
A Wavelet-Based Reconstruction Algorithm for Fluorescent Molecular Tomography
Author :
Zou, Wei ; Wang, Jiajun ; Feng, David Dagan ; Wu, Kongpei
Abstract :
Image reconstruction of fluorescent molecular tomography (FMT) involves repeatedly solving the large-dimension matrix equations which are computationally expensive, especially for the case when there are large deviations in the optical properties between the target and the reference medium. In this paper, a wavelet-based reconstruction approach is proposed for the FMT reconstruction in combination with a parallel forward computing strategy, in which both the forward and the inverse problem of FMT are solved in the wavelet domain. Simulation results demonstrate that the proposed approach can significantly speed up the reconstruction process and improve the image quality of FMT.
Keywords :
computerised tomography; image reconstruction; medical image processing; wavelet transforms; fluorescent molecular tomography; image reconstruction; parallel forward computing strategy; wavelet based reconstruction algorithm; Computational modeling; Concurrent computing; Equations; Fluorescence; Image reconstruction; Inverse problems; Optical computing; Reconstruction algorithms; Tomography; Wavelet domain;
Conference_Titel :
Bioinformatics and Biomedical Engineering , 2009. ICBBE 2009. 3rd International Conference on
Conference_Location :
Beijing
Print_ISBN :
978-1-4244-2901-1
Electronic_ISBN :
978-1-4244-2902-8
DOI :
10.1109/ICBBE.2009.5162259