DocumentCode
1822317
Title
Correction of some time-dependent deformations in parallel-beam computed tomography
Author
Schretter, Colas ; Neukirchen, Christoph ; Bertram, Matthias ; Rose, Georg
Author_Institution
Philips Res. Eur., Aachen
fYear
2008
fDate
14-17 May 2008
Firstpage
764
Lastpage
767
Abstract
In computed tomography on interventional X-ray systems, image quality is frequently degraded by uncontrolled patient motion such as breath-hold failures, intestinal contractions, or nervous shaking. To overcome this problem, an iterative workflow is proposed to estimate a dynamic displacement field representing the time-varying position of image elements. An elastic signal registration algorithm computes the displacement in projection space from the difference between measured projections and reference projections, sampled from the image reconstructed in previous iterations. Considering the sampled image as a motionless reference, the motion estimation is exact for a certain class of deformations, including shifting, expansion, and compression. From a new estimate of the displacement field, a better image can be reconstructed by introducing motion compensation in the backprojection step of filtered-backprojection methods. The result of the first iteration is equivalent to a standard reconstruction without motion correction and further iterations progressively sharpen the image.
Keywords
computerised tomography; image reconstruction; iterative methods; medical image processing; motion compensation; motion estimation; breath-hold failure; dynamic displacement field estimation; elastic signal registration; filtered-backprojection method; image quality; image reconstruction; interventional X-ray systems; intestinal contraction; iterative methods; motion compensation; motion estimation; nervous shaking; parallel-beam computed tomography; Computed tomography; Degradation; Displacement measurement; Image quality; Image reconstruction; Intestines; Iterative algorithms; Motion estimation; Time varying systems; X-ray imaging; X-ray tomography; image reconstruction; iterative methods; motion estimation;
fLanguage
English
Publisher
ieee
Conference_Titel
Biomedical Imaging: From Nano to Macro, 2008. ISBI 2008. 5th IEEE International Symposium on
Conference_Location
Paris
Print_ISBN
978-1-4244-2002-5
Electronic_ISBN
978-1-4244-2003-2
Type
conf
DOI
10.1109/ISBI.2008.4541108
Filename
4541108
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