Title :
Modeless motion binning in Cone Beam CT
Author :
Petrie, T. ; Magee, D. ; Sykes, J.R.
Author_Institution :
Sch. of Comput., Univ. of Leeds, Leeds, UK
Abstract :
We present the first results of a new technique to bin cone-beam projections without imposing any motion model. Such a technique is required for studying motion in regions of the body, such as the pelvis, where motion exists and is unpredictable. All motion information is obtained directly from the projections and the binning is performed through an exhaustive search of possible assignments. Simplifying assumptions using a proposed protocol change, coupled with dimensional reduction using Principal Component Analysis, make the method tractable.
Keywords :
biomechanics; computerised tomography; medical image processing; principal component analysis; body motion; cone beam CT; cone-beam projections; dimensional reduction; modeless motion binning; pelvis; principal component analysis; Computed tomography; Computer vision; Data mining; Diagnostic radiography; Hospitals; Image reconstruction; Motion compensation; Principal component analysis; Protocols; Volume measurement; Cone beam; PCA; motion compensation;
Conference_Titel :
Biomedical Imaging: From Nano to Macro, 2010 IEEE International Symposium on
Conference_Location :
Rotterdam
Print_ISBN :
978-1-4244-4125-9
Electronic_ISBN :
1945-7928
DOI :
10.1109/ISBI.2010.5490221