Title :
An analytical method for 3D tomographic reconstruction from a small number of projections using a simple interpolation scheme
Author :
Hamon, Christian ; Roux, Christian ; Coatrieux, Jean Louis ; Collorec, René
Author_Institution :
Ecole Nat. Superieure des Telecommun. de Bretagne, Brest, France
Abstract :
A new algorithm is presented for three-dimensional tomographic reconstruction from a reduced number of projections. It is based on the completion of data by interpolation of the measured data in the frequency domain. A filtered backprojection procedure, suited to conic geometry, performs the tomographic reconstruction from the augmented data set. A second reconstruction scheme is derived for high-contrast sparse objects. It improves the resolution by zeroing the positives values of the filtered projections before the backprojection. These methods have been tested on simulated data and data obtained on a 3-D X-ray acquisition system. They produce better quality 3-D images than analytical reconstruction working alone
Keywords :
computerised tomography; interpolation; 3-D X-ray acquisition system; 3-D image quality; 3D tomographic reconstruction; analytical method; conic geometry; filtered backprojection; frequency domain; high-contrast sparse objects; interpolation; measured data; simulated data; three-dimensional tomographic reconstruction; Algorithm design and analysis; Filtering; Frequency domain analysis; Frequency measurement; Geometry; Image analysis; Image reconstruction; Interpolation; Signal analysis; System testing; Tomography; X-ray imaging;
Conference_Titel :
Acoustics, Speech, and Signal Processing, 1990. ICASSP-90., 1990 International Conference on
Conference_Location :
Albuquerque, NM
DOI :
10.1109/ICASSP.1990.115855