Ee. Fitchard et al., REGISTRATION OF SYNTHETIC TOMOGRAPHIC PROJECTION DATA SETS USING CROSS-CORRELATION, Physics in medicine and biology, 43(6), 1998, pp. 1645-1657
Tomographic registration, a method that makes possible accurate patien
t registration directly from projection data, consists of three proces
sing steps: (i) manual coarse positioning, (ii) tomographic projection
set acquisition, and (iii) computer mediated refined positioning. In
the coarse positioning stage, the degree of patient alignment is compa
rable with that achieved with the standard radiotherapy set-up. Howeve
r, the accuracy requirements are somewhat more relaxed in that meticul
ous alignment of the patient using external laser indicators is not ne
cessary. Instead, tomographic projection sets are compared with planni
ng CTs in order to achieve improved patient set-up. The projection set
s are cross-correlated to obtain the best-fit translation and rotation
offsets. The algorithm has been tested on synthetic data with the inc
orporation of varying amounts of Gaussian pseudo-random noise. These t
ests demonstrate the algorithm's stability and also confirm that align
ment can be achieved with an accuracy of less than one projection pixe
l.