PUMA
Istituto di Scienza e Tecnologie dell'Informazione     
Moroni D., Salvetti M., Salvetti O. Shape analysis, semantic annotation and context modelling for the retrieval of 3D anatomical structures. In: Pattern Recognition and Image Analysis, vol. 20 (1) pp. 86 - 93. Springer-MAIK Nauka/Interperiodica, 2010.
 
 
Abstract
(English)
This paper is devoted to the presentation of a framework for the description of anatomical structures, based both on topological and geometrical features and on semantic annotation. We argue that a 3D model-representing an anatomical structure-may be enhanced with other non-geometrical pieces of information relevant to the particular problem-context. Hybrid methods for similarity searches are then introduced and shown to be able to support effective case-based reasoning procedures. The approach is illustrated with examples from several medical application fields in order to discuss its potential impact.
URL: http://www.springerlink.com/content/8n4466110l266454/
DOI: 10.1134/S1054661810010098
Subject Anatomical structures
Reasoning procedures
Shape descriptor
Semantic annotation
I.2.10 Vision and Scene Understanding
I.2.4 Knowledge Representation Formalisms and Methods
J.3 Life and Medical Sciences
I.2.6 Learning
I.4 Image Processing and Computer Vision


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