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Fluorescence diffuse optical tomography using the split Bregman method.
Standard image reconstruction methods for fluorescence Diffuse Optical Tomography (fDOT) generally make use of L2-regularization. A better choice is to replace the L2 by a total variation functional that effectively removes noise while preserving edges. Among the wide range of approaches available, the recently appeared Split Bregman method has been shown to be optimal and efficient. Furthermore, additional constraints can be easily included. We propose the use of the Split Bregman method to solve the image reconstruction problem for fDOT with a nonnegativity constraint that imposes the reconstructed concentration of fluorophore to be positive.
|Title:||Fluorescence diffuse optical tomography using the split Bregman method.|
|Keywords:||Image Processing, Computer-Assisted, Models, Theoretical, Phantoms, Imaging, Reproducibility of Results, Tomography, Optical|
|UCL classification:||UCL > School of BEAMS > Faculty of Engineering Science
UCL > School of BEAMS > Faculty of Engineering Science > Computer Science
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