Intensity-based 2D-3D Medical Image Registration : Algorithms and Analysis

Language: English

Published by VDM Verlag Dr. Müller, 2010

3639119541 / 9783639119541

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nach der Bestellung gedruckt Neuware - Printed after ordering - Intensity-based 2D-3D medical image registration is a special case of the pose estimation problem from computer vision with many applications in medicine. This work presents an overview of the 2D-3D intensity-based image registration problem in the medical domain as well as results from several methods developed to aid in its practice. In particular: 1) Light field rendering techniques from the graphics community are extended to rapidly generate digitally reconstructed radiographs (DRRs). 2) A full 2D-3D registration algorithm using light field DRRs is presented and validated against a real, clinical gold standard. 3) A new, hybrid similarity measure is presented that is a weighted combination of an intensity-based image similarity measure and a point-based measure incorporating a single fiducial marker. 4) Finally, a novel similarity measure called regional mutual information (RMI) is introduced. RMI is an extension of mutual information which incorporates spatial information in a principled way. The additional spatial information helps make its use as a similarity measure much more robust to initial misregistration than standard mutual information.

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Title
Intensity-based 2D-3D Medical Image Registration : Algorithms and Analysis
Author
Daniel Russakoff
Publisher
VDM Verlag Dr. Müller
Publication year
2010
Condition
Neu
Binding
Taschenbuch
Language
English
ISBN 10
3639119541
ISBN 13
9783639119541
Item weight
196 grams
Dimensions
220x150x8 mm

AHA-BUCH GmbH

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