Title :
Iterative reconstruction for circular cone-beam CT with an offset flat-panel detector
Author :
Hansis, Eberhard ; Bredno, Jörg ; Sowards-Emmerd, David ; Shao, Lingxiong
Author_Institution :
Nucl. Med., Philips Healthcare, San Jose, CA, USA
fDate :
Oct. 30 2010-Nov. 6 2010
Abstract :
Circular cone-beam computed tomography (CBCT) with a tangentially offset flat-panel X-ray detector offers a large CT field-of-view (FoV) with a relatively small detector. It is used in practice, e.g., for target imaging in image-guided radiotherapy or for localization and attenuation correction in SPECT/CT imaging. The X-ray projections, acquired on a circular source trajectory, each cover roughly half the CT FoV; a central overlap region is imaged by all projections. Offset-detector CBCT reconstruction requires special algorithms. For large detector offsets, previously proposed filtered-backprojection methods can lead to shading artifacts, specifically left/right intensity imbalance. Here, we propose using iterative reconstruction for offset-detector CBCT. To handle the special acquisition geometry, known iterative reconstruction algorithms are modified in terms of axial truncation compensation, redundancy weighting, and algorithm initialization. An efficient implementation using a graphics processing unit (GPU) delivers clinically feasible reconstruction times. Results from patient and phantom studies are presented, showing a clear reduction of artifacts and improvement in image quality.
Keywords :
computer graphics; computerised tomography; image reconstruction; iterative methods; medical image processing; phantoms; redundancy; X-ray projections; algorithm initialization; axial truncation compensation; circular cone-beam CT; computed tomography; detector offsets; filtered backprojection methods; graphics processing unit; image quality; intensity imbalance; iterative reconstruction; offset flat panel detector; phantom; redundancy weighting; shading artifacts; special acquisition geometry; Computed tomography; Detectors; Geometry; Image reconstruction; Phantoms; Redundancy; X-ray imaging; Iterative reconstruction; SPECT/CT; cone-beam computed tomography;
Conference_Titel :
Nuclear Science Symposium Conference Record (NSS/MIC), 2010 IEEE
Conference_Location :
Knoxville, TN
Print_ISBN :
978-1-4244-9106-3
DOI :
10.1109/NSSMIC.2010.5874179