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Total variation regularization for the EM-like image reconstruction algorithm of diffuse optical tomography

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2 Author(s)
Caifang Wang ; Dept. of Math., Shanghai Maritime Univ., Shanghai, China ; Zhenyan Wang

In previous work, an EM-like image reconstruction method for diffuse optical tomography has been presented. Followed with the assumptions and objective function in previous work, total variation regularization method to the reconstruction problem is applied and a new optimization objective function is provided. Fréchet derivative of the new objective function for absorption coefficient and diffusion coefficient are calculated. Novel iterative formulas are derived according to the Kuhn-Tucker condition. Finally, two dimensional numerical experiment is taken to test the new iterative formulas.

Published in:
Biomedical Engineering and Informatics (BMEI), 2011 4th International Conference on  (Volume:1 )

Date of Conference: 15-17 Oct. 2011

Page(s):
545 - 549
Print ISBN:
978-1-4244-9351-7
INSPEC Accession Number:
12436552
Conference Location :
Shanghai
Digital Object Identifier :
10.1109/BMEI.2011.6098342
Product Type:
Conference Publications

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