Title :
A system calibration and fast iterative reconstruction method for next-generation SPECT imagers
Author :
Miller, Brian W. ; Van Holen, Roel ; Barrett, Harrison H. ; Furenlid, Lars R.
Author_Institution :
Center for Gamma-Ray Imaging, Univ. of Arizona, Tucson, AZ, USA
Abstract :
Recently, high-resolution gamma cameras have been developed with detectors containing >; 105-106 elements. SPECT imagers based on these detectors usually also have a large number of voxel bins and therefore face memory storage issues for the system matrix when performing fast tomographic reconstructions using iterative algorithms. To address these issues, we have developed a method that parameterizes the detector response to a point source and generates the system matrix on the fly during MLEM or OSEM on graphics hardware. The calibration method, interpolation of coefficient data, and reconstruction results are presented in the context of a recently commissioned small-animal SPECT imager, called FastSPECT III.
Keywords :
calibration; data acquisition; gamma-ray detection; graphics processing units; image reconstruction; image resolution; interpolation; iterative methods; medical image processing; single photon emission computed tomography; FastSPECT III; MLEM; OSEM; coefficient data interpolation; face memory storage; fast iterative reconstruction method; fast tomographic reconstruction; graphics hardware; graphics processing units; high-resolution gamma cameras; iterative algorithm; next-generation SPECT imagers; small-animal SPECT imager; system calibration method; system matrix; voxel bin number; Graphics processing unit; Image reconstruction; Lead; Single photon emission computed tomography; OSEM; Single-photon emission computed tomography (SPECT); calibration; graphics processing units; high-performance computing; image reconstruction; system matrix;
Conference_Titel :
Nuclear Science Symposium and Medical Imaging Conference (NSS/MIC), 2011 IEEE
Conference_Location :
Valencia
Print_ISBN :
978-1-4673-0118-3
DOI :
10.1109/NSSMIC.2011.6153666