Title :
Fast and accurate rotator for rotation-based iterative reconstruction algorithms
Author :
Kacperski, Krzysztof ; Pietrzak, Jakub
Author_Institution :
Maria Sklodowska-Curie Memorial Cancer Centre, Inst. of Oncology, Warsaw, Poland
fDate :
Oct. 27 2012-Nov. 3 2012
Abstract :
We present an image rotation algorithm in which the values of pixels of the rotated image are computed as weighted averages of the original grid pixels, with the weights proportional to the overlapping areas of each corresponding pixel pair. The method preserves virtually perfectly the image uniformity and single pixel pulse value in the rotated image. These properties are particularly important to accurately model projections in iterative reconstruction algorithms. The matrix of pixel redistribution coefficients can be precomputed analytically and the algorithm is much faster that e.g. the widely used Gaussian rotator.
Keywords :
image reconstruction; iterative methods; Gaussian rotator; image rotation algorithm; image uniformity; original grid pixels; pixel pair; pixel redistribution coefficients; rotation-based iterative reconstruction algorithm; single pixel pulse value; weighted averages;
Conference_Titel :
Nuclear Science Symposium and Medical Imaging Conference (NSS/MIC), 2012 IEEE
Conference_Location :
Anaheim, CA
Print_ISBN :
978-1-4673-2028-3
DOI :
10.1109/NSSMIC.2012.6551751