In order to obtain precise reconstruction results in fluorescence molecular tomography (FMT), large-scale matrix equations would be solved in the inverse problem generally. Thus, much time and memory needs to be consumed. In this paper, a permissible region extraction strategy is proposed to solve this problem. First, a preliminary result is rapidly reconstructed using the weight matrix compressed by principal component analysis or uniform sampling. And then the reconstructed target area in this preliminary result is considered as the a priori permissible region to guide the final reconstruction. Phantom experiments with double fluorescent targets are performed to test the performance of the strategy. The results illustrate that the proposed strategy can significantly accelerate the image reconstruction in FMT almost without quality degradation.
© 2014 Optical Society of America
Original Manuscript: March 11, 2014
Revised Manuscript: June 3, 2014
Manuscript Accepted: June 29, 2014
Published: July 31, 2014
Jiulou Zhang, Junwei Shi, Xu Cao, Fei Liu, Jing Bai, and Jianwen Luo, "Fast reconstruction of fluorescence molecular tomography via a permissible region extraction strategy," J. Opt. Soc. Am. A 31, 1886-1894 (2014)