Title :
Diffuse optical mammotomography based on backprojection algorithm with Vainberg-Butterworth filtration
Author :
Konovalov, Alexander B. ; Uglov, Alexander S. ; Lyubimov, Vladimir V.
Author_Institution :
Russian Fed. Nucl. Center, Zababakhin Inst. of Appl. Phys., Chelyabinsk, Russia
Abstract :
The paper considers a layer-to-layer 3D reconstruction method for diffuse optical mammotomography which uses conic geometry for time-domain measurements. The method is based on an approximate 2D reconstruction of transverse layers of a conic scattering object by inverting an integral equation with integration along a photon average trajectory. The equation is inverted using a backprojection algorithm with an original filtration of optical projections by the Vainberg-Butterworth method. A numerical experiment shows that our method reconstructs the 3D distributions of absorbing inhomogeneities embedded in a conic object much faster than the multistep Newton-like algorithms, and reconstruction accuracy remains acceptable, at least when inhomogeneities are not in the immediate vicinity of object boundaries.
Keywords :
Butterworth filters; computational geometry; filtering theory; image reconstruction; integral equations; mammography; medical image processing; optical tomography; Newton like algorithms; Vainberg Butterworth filtration; backprojection algorithm; conic geometry; conic scattering object; diffuse optical mammotomography; integral equation; layer-to-layer 3D reconstruction method; photon average trajectory; Biomedical optical imaging; Breast; Filtration; Optical distortion; Optical receivers; Optical refraction; Optical saturation; Optical scattering; Optical signal processing; Signal processing algorithms;
Conference_Titel :
Communications, Control and Signal Processing (ISCCSP), 2010 4th International Symposium on
Conference_Location :
Limassol
Print_ISBN :
978-1-4244-6285-8
DOI :
10.1109/ISCCSP.2010.5463376