A COMPARISON OF ROTATION-BASED METHODS FOR ITERATIVE RECONSTRUCTION ALGORITHMS

Citation
Evr. Dibella et al., A COMPARISON OF ROTATION-BASED METHODS FOR ITERATIVE RECONSTRUCTION ALGORITHMS, IEEE transactions on nuclear science, 43(6), 1996, pp. 3370-3376
Citations number
19
Categorie Soggetti
Nuclear Sciences & Tecnology","Engineering, Eletrical & Electronic
ISSN journal
00189499
Volume
43
Issue
6
Year of publication
1996
Part
2
Pages
3370 - 3376
Database
ISI
SICI code
0018-9499(1996)43:6<3370:ACORMF>2.0.ZU;2-1
Abstract
Rotation-based projectors and backprojectors offer unique trade-offs b etween accuracy, computational complexity, and smoothing, We analyzed six different rotation methods for generating projections and iterativ e reconstructions of tomographic data, Nearest neighbor, upsampled nea rest neighbor, bilinear interpolation, and bicubic interpolation were all used to determine the values at rotated grid points, A decompositi on of the rotation transformation matrix into three components was als o investigated, Linear and cubic interpolation were used in the three- pass method. For all of the methods, mean normalized square errors wer e computed, Our results demonstrate the tradeoffs associated with the different methods and suggest that the three-pass method with cubic in terpolation offers a computationally efficient approach with accuracy between that of bilinear and bicubic interpolation.