Title :
Cone-beam reconstruction from general discrete vertex sets using Radon rebinning algorithms
Author :
Noo, Frédéric ; Clack, Rolf ; Defrise, Michel
Author_Institution :
Liege Univ., Belgium
fDate :
6/1/1997 12:00:00 AM
Abstract :
Addresses image reconstruction in cone-beam tomography from an arbitrary discrete set of positions of the cone vertex. As a first step in the analysis of the problem, the authors define some measures of how close a discrete vertex set comes to satisfying Tuy´s condition (1983). Next, they propose 3 rebinning algorithms which use Grangeat´s formula (1991) and Marr´s algorithm (1980), and are capable of accurate reconstructions. The first algorithm is designed to accurately process cone-beam data finely sampled along a vertex path satisfying Tuy´s condition. The second algorithm applies to pair-complete vertex sets. The third algorithm is suited to process any discrete vertex set. The efficacy of the algorithms is illustrated with reconstructions from computer-simulated data using several vertex sets, including a set of randomly placed vertices
Keywords :
computerised tomography; image reconstruction; medical image processing; single photon emission computed tomography; Grangeat´s formula; Marr´s algorithm; Radon rebinning algorithms; SPECT; Tuy´s condition; X-ray CT; arbitrary discrete positions set; computer-simulated data; cone-beam reconstruction; cone-beam tomography; general discrete vertex sets; medical diagnostic imaging; pair-complete vertex sets; randomly placed vertices; Algorithm design and analysis; Collimators; Computed tomography; Detectors; Image converters; Image reconstruction; Process design; Reconstruction algorithms; Terminology; X-ray imaging;
Journal_Title :
Nuclear Science, IEEE Transactions on