DocumentCode
3548553
Title
Analysis of time resolution in dynamic computed tomography for perfusion studies
Author
Montes, Pau ; Lauritsch, Guenter
Author_Institution
Interdisciplinary Center for Sci. Comput., Heidelberg Univ.
Volume
7
fYear
2004
fDate
16-22 Oct. 2004
Firstpage
4195
Lastpage
4199
Abstract
Image quality In dynamic tomographic imaging can be improved by taking into account the dynamic nature of the object directly in the reconstruction process. In this article we present a theoretical analysis of the time resolution in dynamic CT. Data sets acquired over several full-turns are interpreted as samples of a continuous signal. Consequently data at any time instant can be achieved by interpolation techniques. A n-th order B-spline interpolation approach is proposed. In order to be prepared for motion correction techniques, interpolation is performed in image space in the partial block backprojection framework. In simulation studies the interpolation method is compared with a linear regression technique and a conventional short-scan reconstruction algorithm. The interpolation approach achieves best time resolution at similar noise properties than the conventional short-scan reconstruction. The linear regression algorithm shows significant denoising with detriment to time resolution
Keywords
computerised tomography; image denoising; image motion analysis; image reconstruction; interpolation; medical image processing; splines (mathematics); B-spline interpolation approach; continuous signal; denoising; dynamic computed tomography; dynamic tomographic imaging; image quality; image space; linear regression algorithm; linear regression technique; motion correction techniques; partial block backprojection framework; perfusion studies; short-scan reconstruction algorithm; time resolution; Computed tomography; Image quality; Image reconstruction; Interpolation; Linear regression; Noise reduction; Reconstruction algorithms; Signal analysis; Signal resolution; Spline;
fLanguage
English
Publisher
ieee
Conference_Titel
Nuclear Science Symposium Conference Record, 2004 IEEE
Conference_Location
Rome
ISSN
1082-3654
Print_ISBN
0-7803-8700-7
Electronic_ISBN
1082-3654
Type
conf
DOI
10.1109/NSSMIC.2004.1466816
Filename
1466816
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