DocumentCode :
398405
Title :
Nonrigid morphological image registration & its practical issues
Author :
Droske, M. ; Rumpf, M. ; Schaller, C.
Author_Institution :
Duisburg Univ., Germany
Volume :
2
fYear :
2003
fDate :
14-17 Sept. 2003
Abstract :
We present a novel variational method to nonrigid registration of multimodal data. A suitable deformation will be determined via the minimization of a morphological, i.e., contrast invariant, matching functional along with an appropriate regularization energy. Here we want to give special focus on the practical issues involving scale-space methods, regularization of the corresponding gradient flow and hyperelastic regularization.
Keywords :
image registration; mathematical morphology; variational techniques; hyperelastic regularization; multimodal data; nonrigid morphological image registration; scale-space methods; variational method; Anatomy; Chemicals; Digital images; Gaussian processes; Image analysis; Image registration; Level set; Morphology; Mutual information; Neurosurgery;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Image Processing, 2003. ICIP 2003. Proceedings. 2003 International Conference on
ISSN :
1522-4880
Print_ISBN :
0-7803-7750-8
Type :
conf
DOI :
10.1109/ICIP.2003.1246776
Filename :
1246776
Link To Document :
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