Title :
Feasibility and preliminary validation of 2D/3D image registration using fixed 2-D X-ray devices in image-guided radiotherapy
Author :
Kremer, Florence ; Giard, J. ; Sibomana, Merence ; Seabra, Jose ; de Xivry, Jonathan Orban ; Labarbe, Rudi ; Macq, B.
Author_Institution :
ICTEAM Inst., Univ. Catholique de Louvain, Louvain-La-Neuve, Belgium
Abstract :
In radiotherapy, fixed 2-D X-ray imaging devices have several advantages compared to gantry-mounted systems, such as less geometrical deformations and the possibility to monitor 3-D markers motion in real-time. However, there is a lack of studies concerning the geometry of these systems. For example, in the case of a non-orthogonal geometry, the effect of the angle between the X-ray axes has not been investigated yet. In the first part of this study, the optimal angle was analyzed theoretically. Results showed that 60° between the axes still enables displacements of the order of 0.35 mm to be detected. In a second step, the performance of the registration method for such oblique configuration was evaluated on phantom data sets. It was found that using images separated by 60° rather than 90° required more than twice as much the number of iterations to obtain sufficient accuracy (i.e. 0.7 mm and 0.5°).
Keywords :
X-ray apparatus; biomedical equipment; diagnostic radiography; geometry; image registration; iterative methods; medical image processing; phantoms; radiation therapy; 2D X-ray imaging system geometry; 2D/3D image registration feasibility; 2D/3D image registration preliminary validation; X-ray axis angle effect; displacement detection; fixed 2D X-ray imaging devices; gantry-mounted systems; geometrical deformations; image-guided radiotherapy; images separation; iteration number; nonorthogonal geometry; oblique configuration; optimal angle analysis; phantom data sets; real-time 3D marker motion monitoring; registration method performance evaluation; Accuracy; Algorithm design and analysis; Geometry; Head; Phantoms; X-ray imaging; patient positioning; radiotherapy; stereoscopic geometry;
Conference_Titel :
Advanced Technologies for Signal and Image Processing (ATSIP), 2014 1st International Conference on
Conference_Location :
Sousse
DOI :
10.1109/ATSIP.2014.6834600