Fusion of spatial relationships for guiding recognition, example of brain structure recognition in 3D MRIReport as inadecuate




Fusion of spatial relationships for guiding recognition, example of brain structure recognition in 3D MRI - Download this document for free, or read online. Document in PDF available to download.

1 LTCI - Laboratoire Traitement et Communication de l-Information 2 Universitat Pompeu Fabra Barcelona 3 LRDE - Laboratoire de Recherche et de Développement de l-EPITA

Abstract : Spatial relations play an important role in recognition of structures embedded in a complex environment and for reasoning under imprecision. Several types of relationships can be modeled in a unified way using fuzzy mathematical morphology. Their combination benefits from the powerful framework of fuzzy set theory for fusion tasks and decision making. This paper presents several methods of fusion of information about spatial relationships and illustrates them on the example of model-based recognition of brain structures in 3D magnetic resonance imaging.





Author: Isabelle Bloch - Olivier Colliot - Oscar Camara - Thierry Géraud -

Source: https://hal.archives-ouvertes.fr/



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