Title :
On the convergence of algebraic reconstruction methods for computer tomography
Author :
Boschen, Fritz ; Kummert, Anton ; Herzog, Hans ; Galkowski, Krzysztof
Author_Institution :
Fac. of Electr., Inf. & Media Eng., Wuppertal Univ., Germany
Abstract :
This paper discusses the convergence of algebraic reconstruction methods in computer tomography. They require high computing capacity because of their iterative nature. With increasing computational power the algebraic reconstruction methods gain more influence. The most obvious problem of algebraic methods is the fact that reconstruction quality is affected by distortions increasing with iteration numbers. This is some times interpreted as a bad convergence behaviour of the algorithm. This paper explains the nature of these distortions and demonstrates in contrary a good convergence of algebraic reconstruction methods.
Keywords :
algebra; computerised tomography; convergence; image reconstruction; algebraic reconstruction; computer tomography; convergence; Computed tomography; Convergence; Distortion measurement; Image reconstruction; Inverse problems; Power engineering computing; Random variables; Reconstruction algorithms; Sensor arrays; Sparse matrices;
Conference_Titel :
Multidimensional Systems, 2005. NDS 2005. The Fourth International Workshop on
Print_ISBN :
3-9810299-8-4
DOI :
10.1109/NDS.2005.195349