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  4. Evaluation of 3D ultrasound image registration
 
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2011
Conference Paper
Title

Evaluation of 3D ultrasound image registration

Abstract
Image registration plays a crucial role for the accurate reconstruction of an organ from partial ultrasound volumes and the subsequent accurate resection of a lesion/tumor with an optimally minimal damage of the healthy tissue. With the help of the Insight Toolkit (ITK), various state-of-the-art voxel-based 3D image registration algorithms were inves-tigated, implemented and evaluated, allowing for the assessment of an accurate ultrasound image registration scheme. The investigation of the 3D space was based on an investigation of the 2D space, where the image registration compo-nents showing low performance were sorted out. The performance was assessed by calculating the standard deviation (SD) of the resulting difference images. Overall the mutual information and joint histogram based metrics showed low performance (2D - SD up to 25,9), whereas the Powell direction set algorithm in combination with the mean squares metric showed a better performance (3D - SD: 22,4).
Author(s)
Efstathiou, Efthymios
Deserno, Thomas
RWTH Aachen
Münzenmayer, Christian  
Wittenberg, Thomas  
Bergen, Tobias
Mainwork
CURAC 2011, 10. Jahrestagung der Deutschen Gesellschaft für Computer- und Roboterassistierte Chirurgie. Tagungsband  
Conference
Deutsche Gesellschaft für Computer- und Roboterassistierte Chirurgie (Jahrestagung) 2011  
Language
English
Fraunhofer-Institut für Integrierte Schaltungen IIS  
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