DocumentCode :
3548555
Title :
Motion estimation and compensation in dynamic spiral CT reconstruction
Author :
Kimdon, Joey A. ; Grangeat, Pierre ; Koenig, Anne ; Bonnet, Stephane
Author_Institution :
Dept. of Electr. Eng. & Comput. Sci., California Univ., Berkeley, CA
Volume :
7
fYear :
2004
fDate :
16-22 Oct. 2004
Firstpage :
4204
Lastpage :
4206
Abstract :
Respiratory and cardiac motion causes blurring in dynamic X-ray computed tomography (CT). Fast scans reduce this problem, but they require a higher radiation dose per time period to maintain the signal to noise ratio of the resulting images, thereby magnifying the health risk to the patient. As an alternative to increased radiation, our team has already developed a cone-beam reconstruction algorithm based on a dynamic particle model that estimates, predicts, and compensates for respiratory motion in circular X-ray CT. The current paper presents an extension of this method to spiral CT, applicable to modern multi-slice scanners that take advantage of the speed and dose benefits of helical trajectories. We adapted all three main areas of the algorithm: back-projection, prediction, and compensation/accumulation. In back-projection, we changed the longitudinal rebinning technique, filter direction, and the method of enforcing the data sufficiency requirements. For prediction, we had to be careful of objects appearing and disappearing as the scanner bed advanced. For compensation/accumulation, we controlled the reconstruction time and combined images to cover a greater longitudinal extent for each phase in the respiratory or cardiac cycle. Tests with moving numerical phantoms demonstrate that the algorithm successfully improves the temporal resolution of the images while keeping the dose and signal-to-noise benefits of a longer scan
Keywords :
cardiology; computerised tomography; diagnostic radiography; dosimetry; image reconstruction; image resolution; image scanners; medical image processing; motion compensation; motion estimation; phantoms; back-projection algorithm; blurring effect; cardiac motion; circular X-ray CT; cone-beam reconstruction algorithm; dynamic X-ray computed tomography; dynamic particle model; dynamic spiral CT reconstruction; filter direction; health risk; helical trajectories; longitudinal rebinning technique; motion compensation; motion estimation; moving numerical phantoms; multislice scanners; radiation dose; respiratory motion; signal to noise ratio; temporal image resolution; Computed tomography; Image reconstruction; Motion estimation; Prediction algorithms; Predictive models; Reconstruction algorithms; Signal to noise ratio; Spirals; Trajectory; X-ray imaging;
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.2004.1466818
Filename :
1466818
Link To Document :
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