Title :
Noise propagation in diffraction tomography: comparison of conventional algorithms with a new reconstruction algorithm
Author :
Anastasio, Mark A. ; Kupinski, Matthew A. ; Pan, Xiaochuan
Author_Institution :
Dept. of Radiol., Chicago Univ., IL, USA
fDate :
8/1/1998 12:00:00 AM
Abstract :
In ultrasonic diffraction tomography, ultrasonic waves are used to probe the object of interest at various angles. The incident waves scatter when encountering inhomogeneities, unlike conventional X-ray CT. Theoretically, when the scattering inhomogeneities are considered weak, the scattering object can be reconstructed by algorithms developed from a generalized central slice theorem. The authors develop a hybrid algorithm for reconstruction of a scattering object by transforming the scattered data into a conventional X-ray-like sinogram thus allowing standard X-ray reconstruction algorithms, such as filtered back-projection, to be applied. The authors investigate the statistical properties of the filtered back-propagation, direct Fourier, and newly proposed hybrid reconstruction algorithms by performing analytical as well as numerical studies
Keywords :
acoustic noise; acoustic signal processing; biomedical ultrasonics; image reconstruction; medical image processing; ultrasonic diffraction; US imaging; analytical studies; conventional algorithms; diffraction tomography; direct Fourier algorithm; filtered back-projection; medical diagnostic imaging; noise propagation; numerical studies; standard X-ray reconstruction algorithm; statistical properties; Acoustic diffraction; Acoustic scattering; Computed tomography; Fourier transforms; Geophysical measurements; Image reconstruction; Reconstruction algorithms; Standards development; X-ray diffraction; X-ray scattering;
Journal_Title :
Nuclear Science, IEEE Transactions on