DocumentCode
1832742
Title
Propagation of errors from the sensitivity image in list mode reconstruction
Author
Qi, Jinyi ; Huesman, Ronald H.
Author_Institution
Lawrence Berkeley Nat. Lab., CA, USA
Volume
5
fYear
2003
fDate
19-25 Oct. 2003
Firstpage
3087
Abstract
List mode image reconstruction is attracting renewed attention. It eliminates the storage of empty sinogram bins. However, a single back projection of all LORs is still necessary for the pre-calculation of a sensitivity image. Since the detection sensitivity is dependent on the object attenuation and detector efficiency, it must be computed for each study. Exact computation of the sensitivity image can be a daunting task for modern scanners with huge numbers of LORs. Thus, some fast approximate calculation may be desirable. In this paper, we theoretically analyze the error propagation from the sensitivity image into the reconstructed image. The theoretical analysis is based on the fixed point condition of the list mode reconstruction. The non-negativity constraint is modeled using the Kuhn-Tucker condition. With certain assumptions and the first order Taylor series approximation, we derive a closed form expression for the error in the reconstructed image as a function of the error in the sensitivity image. The result provides insights on what kind of error might be allowable in the sensitivity image. Computer simulations show that the theoretical results are in good agreement with the measured results.
Keywords
emission tomography; image reconstruction; medical image processing; Kuhn-Tucker condition; detection sensitivity; detector efficiency; emission tomography; error propagation; first order Taylor series approximation; list mode image reconstruction; object attenuation; sensitivity image; Attenuation; Back; Computer errors; Detectors; Error analysis; Event detection; Image analysis; Image reconstruction; Maximum likelihood estimation; Object detection;
fLanguage
English
Publisher
ieee
Conference_Titel
Nuclear Science Symposium Conference Record, 2003 IEEE
ISSN
1082-3654
Print_ISBN
0-7803-8257-9
Type
conf
DOI
10.1109/NSSMIC.2003.1352550
Filename
1352550
Link To Document