The paper describes a novel deformable data registration algorithm. The proposed method can be seen as a tradeoff between the landmark and intensity driven data registration techniques. The algorithm is fast, robust and offers high registration accuracy. The algorithm enables to include complex constraints on the allowable data deformations. It is shown that some of these constraints permit to treat part of the data as rigid objects or restrict its deformation to a predefined shape. The main focus of the paper is put on the description of the elastic deformation model used in the method. The performance of this new technique is illustrated using simulated as well as real computed tomography (CT) images.
Deformable image registration
IEEE International Conference on Image Processing 2005 ; 3 ; III-1112
01.01.2005
194864 byte
Aufsatz (Konferenz)
Elektronische Ressource
Englisch
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