Title :
Iterative restoration of SPECT projection images
Author :
Glick, Stephen J.
Author_Institution :
Massachusetts Univ. Med. Center, Worcester, MA, USA
Abstract :
Photon attenuation and the limited non-stationary spatial resolution of the detector can reduce both qualitative and quantitative image quality in SPECT. Here, the authors describe a reconstruction approach which can compensate for both of these degradations. The approach involves processing the projection data with Bellini´s method for attenuation compensation followed by an iterative deconvolution technique which uses the frequency distance principle (FDP) to model the distance-dependent camera blur. Modelling of the camera blur with the FDP allows an efficient implementation using FFT methods. After processing of the projection data, reconstruction is performed using filtered backprojection. Simulation studies using the Hoffman brain phantom show that this approach gives reconstructions with low bias and no visually undesirable noise artifact with a low computational overhead
Keywords :
brain; deconvolution; image reconstruction; image restoration; iterative methods; medical image processing; single photon emission computed tomography; Bellini´s method; Hoffman brain phantom; SPECT; attenuation compensation; distance-dependent camera blur modelling; filtered backprojection reconstruction; frequency distance principle; iterative deconvolution technique; limited nonstationary spatial resolution; low bias; low bias reconstructions; low computational overhead; medical diagnostic imaging; nuclear medicine; photon attenuation; qualitative image quality; quantitative image quality; Attenuation; Cameras; Degradation; Detectors; Image quality; Image reconstruction; Image restoration; Iterative methods; Single photon emission computed tomography; Spatial resolution;
Conference_Titel :
Nuclear Science Symposium and Medical Imaging Conference Record, 1995., 1995 IEEE
Conference_Location :
San Francisco, CA
Print_ISBN :
0-7803-3180-X
DOI :
10.1109/NSSMIC.1995.510431