DocumentCode
78746
Title
Image Reconstruction From Finite Number of Projections: Method of Transferring Geometry
Author
Grigoryan, Artyom M.
Author_Institution
Dept. of Electr. & Comput. Eng., Univ. of Texas, San Antonio, TX, USA
Volume
22
Issue
12
fYear
2013
fDate
Dec. 2013
Firstpage
4738
Lastpage
4751
Abstract
This paper introduces a novel method of image reconstruction from a finite number of projections by processing the image along parallel rays. The geometry from the image plane is transferred to the Cartesian lattice by means of using the original image´s line-integrals to calculate the line-sums of the discrete image to be reconstructed. Such a transformation of geometry allows for the 2D discrete paired transform, whose complete set of functions is defined by directions, to be effectively used in the exact reconstruction of the original image. The model of image reconstruction is described, and both examples and experimental results of implementation of the proposed method are provided for reconstruction on the Cartesian lattice of size 2r×2r, where r ≥ 2.
Keywords
Radon transforms; discrete Fourier transforms; image reconstruction; 2D discrete paired transform; Cartesian lattice; finite number; geometry transformation; image plane; image processing; image reconstruction; parallel rays; Discrete Fourier transforms; Geometry; Image reconstruction; Lattices; Mathematical model; Tensile stress; COI–TOM tomographic imaging; EDICS;
fLanguage
English
Journal_Title
Image Processing, IEEE Transactions on
Publisher
ieee
ISSN
1057-7149
Type
jour
DOI
10.1109/TIP.2013.2277822
Filename
6576891
Link To Document