Title :
Paired Transform Slice Theorem of 2-D Image Reconstruction from Projections
Author :
Dursun, Serkan ; Du, Nan ; Grigoryan, Artyom M.
Author_Institution :
Electr. & Comput. Eng. Dept., Univ. of Texas at San Antonio, San Antonio, TX, USA
Abstract :
This paper discusses the paired transform-based method of reconstruction of 2-D images from their projections. The complete set of basic functions of the 2-D discrete paired transform are defined by specific directions, i.e. the transform is directional and can be calculated from the projection data. A simple formula is presented for image reconstruction without calculating the 2-D discrete Fourier transform in the case, when the size of image is Lr × Lr, when L is prime. The image reconstruction is described by the discrete model that is used in the series expansion methods of image reconstruction. The proposed method of reconstruction has been implemented and successfully applied for modeled images on Cartesian grid of sizes up to 256×256.
Keywords :
Fourier transforms; image reconstruction; 2D discrete paired transform; 2D image reconstruction; Cartesian grid; Fourier transform; paired transform slice theorem; Discrete Fourier transforms; Generators; Head; Image reconstruction; Mathematical model; Tomography; Image restoration and reconstruction; paired transform; signal/image representation;
Conference_Titel :
Pattern Recognition (ICPR), 2010 20th International Conference on
Conference_Location :
Istanbul
Print_ISBN :
978-1-4244-7542-1
DOI :
10.1109/ICPR.2010.586