DocumentCode
2576262
Title
New formula for image reconstruction from projections by the 2-D paired transformation
Author
Grigoryan, Artyom M. ; Du, Nan
Author_Institution
Dept. of Electr. & Comput. Eng., Univ. of Texas at San Antonio, San Antonio, TX, USA
fYear
2009
fDate
11-14 Oct. 2009
Firstpage
153
Lastpage
156
Abstract
To solve the problem of image reconstruction from projections, we describe an effective representation of the image by the paired transform which is a frequency and time representation of the image. We present a new effective formula for the inverse 2-D paired transform, which can be used for solving the algebraic system of equations with measurement data for image reconstruction without calculating the Fourier transforms. The image is reconstructed directly from the paired image-signals which can be calculated from projection data. A new concept of direction images is introduced, that define the decomposition of the image by directions. The proposed method of image reconstruction has been implemented and applied for modeled images of sizes up to 256 Ã 256.
Keywords
Fourier transforms; algebra; image reconstruction; image representation; 2-D paired transformation; Fourier transform; algebraic system; image reconstruction; Biomedical imaging; Cybernetics; Equations; Fourier transforms; Frequency; Image reconstruction; Lattices; Numerical analysis; Tensile stress; USA Councils; Fourier transform; reconstruction from projections; tensor and paired transforms;
fLanguage
English
Publisher
ieee
Conference_Titel
Systems, Man and Cybernetics, 2009. SMC 2009. IEEE International Conference on
Conference_Location
San Antonio, TX
ISSN
1062-922X
Print_ISBN
978-1-4244-2793-2
Electronic_ISBN
1062-922X
Type
conf
DOI
10.1109/ICSMC.2009.5346578
Filename
5346578
Link To Document