DocumentCode :
232042
Title :
Image reconstruction of mesoscopic fluorescence molecular tomography based on dual-wavelength measurements
Author :
Wei Zou
Author_Institution :
Sch. of Electron. & Inf. Eng., Soochow Univ., Suzhou, China
fYear :
2014
fDate :
19-23 Oct. 2014
Firstpage :
1797
Lastpage :
1800
Abstract :
Mesoscopic fluorescence molecular tomography is a new emerging optical imaging technique. It can be used for non-invasive imaging at dimensions of 1mm-5mm. The iterative image reconstruction algorithms for mesoscopic fluorescence molecular tomography are usually computationally expensive for the existence of large number of unknowns. In this paper, a new image reconstruction algorithm for mesoscopic fluorescence molecular tomography based on dual-wavelength measurements is proposed. The proposed algorithm employs both of the excitation and emission light measurements during the iteration process. The Jacobian matrix is calculated with the Green´s function. The prior information is employed to guide the generation of the adaptively refined grid. To further improve the efficiency of reconstruction, the grid is refined throughout the whole reconstruction process according to the last iterative results. Simulation results demonstrate that the proposed algorithm can greatly speed up the reconstruction process with the improved quality of the reconstructed images.
Keywords :
Green´s function methods; Jacobian matrices; biomedical optical imaging; fluorescence; image reconstruction; iterative methods; medical image processing; optical tomography; Green´s function method; Jacobian matrix; dual-wavelength measurements; emission light measurements; excitation light measurements; iteration process; iterative image reconstruction algorithms; mesoscopic fluorescence molecular tomography; noninvasive imaging; optical imaging; Biomedical measurement; Fluorescence; Green´s function methods; Image reconstruction; Optical imaging; Tomography; Wavelength measurement; Image reconstruction; dual-wavelength; tomography;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Signal Processing (ICSP), 2014 12th International Conference on
Conference_Location :
Hangzhou
ISSN :
2164-5221
Print_ISBN :
978-1-4799-2188-1
Type :
conf
DOI :
10.1109/ICOSP.2014.7015303
Filename :
7015303
Link To Document :
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