Title :
Discrete models and singular-value decompositions of single-slice imagers with orthogonal detectors
Author :
Varatharajah, P. ; Tankersley, B. ; Aarsvold, J.N.
Author_Institution :
Dept. of Math., North Carolina A&T State Univ., Greensboro, NC, USA
Abstract :
Discrete models of imagers with orthogonal detectors are developed and aspects of their singular-value decompositions (SVDs) specified. The models have been developed as a step in attempts to specify the SVDs of multiple-pinhole transaxial imagers in terms of the SVDs of single-pinhole transaxial imagers. The models presented here do not fully represent orthogonal-pinhole imagers; however, the models do have key symmetries of such systems and the models are sufficiently tractable as to allow for the analytic determination of their SVDs. Key properties of the SVDs of the models correlate well with those reported elsewhere for related multiple-pinhole imagers. Each model is a 2n×n2 matrix H mapping an n×n-pixel object space to two n-pixel orthogonal detectors. The models assume parallel projection onto weighted detectors. For each model, HHT=[nW2/ww T wwT/nW2], where w=(w1,w 2,...,wn) is a vector of detector weights and W is a diagonal matrix with diagonal w; For the case of equal weights (w1=w2=...=wn), the singular values of the orthogonal-detector system have been specified and related to the singular values of the related single-detector imager. For the case of symmetric weights, for n even (w1=wn,...,wn/2 =w(n/2)+1, expressions for n of the 2n-1 nonzero singular values have been determined and for n odd (w1=wn,...,w(n-1)/2=w(n+3)/2 ), w(n+1)/2), expressions for n-1 of the 2n nonzero singular values have been determined. Additionally, for an example of the case of symmetric weights, the singular vectors of the orthogonal-detector system have been specified in terms of the related single-detector imager
Keywords :
biomedical equipment; medical image processing; modelling; single photon emission computed tomography; singular value decomposition; SPECT imagers; discrete models; equal weights; matrix H mapping; multiple-pinhole transaxial imagers; orthogonal detectors; parallel projection; pixel object space; single-pinhole transaxial imagers; single-slice imagers; singular-value decompositions; symmetric weights; weighted detectors; Detectors; Geometry; Image analysis; Mathematical model; Mathematics; Nuclear medicine; Numerical simulation; Object detection; Radiology; Symmetric matrices;
Conference_Titel :
Nuclear Science Symposium, 1998. Conference Record. 1998 IEEE
Conference_Location :
Toronto, Ont.
Print_ISBN :
0-7803-5021-9
DOI :
10.1109/NSSMIC.1998.774371