Title :
Performance gain analysis for adding vertex view to standard SPECT
Author :
Usman, Mohammad ; Hero, Alfred O. ; Rogers, W.L.
Author_Institution :
Dept. of Electr. Eng. & Comput. Sci., Michigan Univ., Ann Arbor, MI, USA
Abstract :
A vertex view can be used to supplement a radially acquired Single Photon Emission Computed Tomography (SPECT) data set for improved image reconstruction performance. In this paper we use Shannon´s Mutual Information and the Cramer-Rao (CR) bound to quantify the intrinsic performance gain achievable by using the vertex view. For a simple system consisting of a single image plane and one noise plane the gain in mutual information can be as high as 50%. The reduction in the estimator variance predicted by CR bound can be as much as a factor of 5. The CR bound can be directly related to the estimator variance and the mutual information is directly related to the trade-off between resolution and sensitivity
Keywords :
image reconstruction; single photon emission computed tomography; Cramer-Rao bound; SPECT data set; Shannon mutual information; estimator variance; image reconstruction performance; performance gain analysis; single photon emission computed tomography; standard SPECT; vertex view; Chromium; Collimators; Detectors; Entropy; Image reconstruction; Mutual information; Performance analysis; Performance gain; Random processes; Single photon emission computed tomography;
Conference_Titel :
Circuits and Systems, 1993., Proceedings of the 36th Midwest Symposium on
Conference_Location :
Detroit, MI
Print_ISBN :
0-7803-1760-2
DOI :
10.1109/MWSCAS.1993.342999