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A radiometry tolerant method for direct 3D/2D registration of computed tomography data to x-ray images

Transfer function independent registration
 
: Selby, Peter; Sakas, Georgios; Walter, Stefan; Groch, Wolfgang-Dieter; Stilla, Uwe

Deserno, T.M. ; Gesellschaft für Informatik -GI-, Bonn:
Bildverarbeitung für die Medizin 2010 : Algorithmen - Systeme - Anwendungen; Proceedings des Workshops vom 14. bis 16. März 2010 in Aachen
Berlin: Springer, 2010 (Informatik aktuell)
ISBN: 978-3-642-11967-5
ISSN: 1431-472X
ISSN: 1613-0073
S.117-121
Workshop Bildverarbeitung für die Medizin (BVM) <13, 2010, Aachen>
Englisch
Konferenzbeitrag
Fraunhofer IGD ()
image registration; x-ray; transfer functions; ray tracing; computed tomography (CT)

Abstract
As exact dose delivery is essential for radiological cancer treatment, image-guided radiotherapy (IGRT) methods are used to estimate corrections of the tumor alignment. This is often done through comparison of a Computed Tomography (CT) to the patient alignment visible in digital radiography images (DRs) acquired from within the treatment device. Digitally Reconstructed Radiography Images (DRRs) computed from the CT are then geometrically registered to the DRs. A problem is that radiometric properties of DRs and DRRs can vary profoundly. If a registration algorithm does not use volumetric CT data directly it is unable to regard deviations of the physical image formation to the simulated image formation.
We present a novel method allowing direct DR to CT registration. It is designed to be radiometry tolerant by adapting the simulated X-ray transfer function to observed DR intensities. This is done by solving an overdetermined system of equations given by the histograms along rays through the voxel matrix of the CT. Remaining errors serve as measure for the image dissimilarity, thus minimization in 6 degrees of freedom (DOF) gives the transformation between the images. Thereby higher radiometric tolerance can be achieved, as misalignments can be identified even if DR images are acquired with inappropriate radiation parameters.

: http://publica.fraunhofer.de/dokumente/N-131631.html