Title :
Registration of whole-body scintillation camera images for conjugate view quantification
Author :
Sjögreen, K. ; Ljungberg, M. ; Wingårdh, K. ; Strand, E.
Author_Institution :
Dept. of Radiat. Phys., Lund Univ., Sweden
Abstract :
A registration method for whole-body (WB) scintillation camera images is presented, with application to conjugate view activity quantification. Accurate image registration is here required if the quantification is performed on an image basis, for (a) serial emission images, for analysis of the biokinetics, and (b) transmission and emission images, for a pixel-based attenuation correction. The spatial transformation used for registration is composed of both global and local transformations, including rigid, projective and one curved transformation. As similarity measure, the mutual information is used. An initial coarse solution is first calculated by cross-correlation. Optimization is then performed in a sequence, beginning with the legs position, followed by the abdomen and head. Evaluation has been performed for Monte Carlo simulated 131-I images of an anthropomorphic WB phantom. Obtained registration errors are within one pixel (<3.6 mm)
Keywords :
Monte Carlo methods; image registration; image segmentation; medical image processing; polynomial approximation; polynomial matrices; radioisotope imaging; Monte Carlo simulated 131I images; anthropomorphic phantom; biokinetics analysis; conjugate view quantification; cross-correlation; curved transformation; global transformations; image registration; local transformations; mutual information; pixel-based attenuation correction; registration errors; rigid projective transformation; serial emission images; similarity measure; spatial transformation; transmission and emission images; whole-body scintillation camera images; Abdomen; Attenuation; Cameras; Head; Image analysis; Image registration; Leg; Mutual information; Performance analysis; Pixel;
Conference_Titel :
Nuclear Science Symposium Conference Record, 2000 IEEE
Conference_Location :
Lyon
Print_ISBN :
0-7803-6503-8
DOI :
10.1109/NSSMIC.2000.949223