2015
DOI: 10.1007/978-3-319-19665-7_8
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Überatlas: Robust Speed-Up of Feature-Based Registration and Multi-Atlas Segmentation

Abstract: Registration is a key component in multi-atlas approaches to medical image segmentation. Current state of the art uses intensitybased registration methods, but such methods tend to be slow, which sets practical limitations on the size of the atlas set. In this paper, a novel feature-based registration method for affine registration is presented. The algorithm constructs an abstract representation of the entire atlas set, anüberatlas, through clustering of features that are similar and detected consistently thr… Show more

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Cited by 5 publications
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References 26 publications
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