Title
Living with the Semantic Gap: Experiences and Remedies in the Context of Medical Imaging
Abstract
Semantic annotation of images is a key concern for the newly emerged applications of semantic multimedia. Machine processable descriptions of images make it possible to automate a variety of tasks from search and discovery to composition and collage of image data bases. However, the ever occurring problem of the semantic gap between the low level descriptors and the high level interpretation of an image poses new challenges and needs to be addressed before the full potential of semantic multimedia can be realised. We explore the possibilities and lessons learnt with applied semantic multimedia from our engagement with medical imaging where we deployed ontologies and a novel distributed architecture to provide semantic annotation, decision support and methods for tackling the semantic gap problem.
Year
Venue
Keywords
2006
SAMT (Posters and Demos)
index terms—semantics,ontologies,description logics.,medical imaging,semantic gap,distributed architecture,description logic,indexing terms,decision support
Field
DocType
Citations 
Semantic technology,World Wide Web,Semantic search,Semantic Web Stack,Computer science,Semantic gap,Semantic interoperability,Semantic analytics,Semantic grid,Semantic computing
Conference
3
PageRank 
References 
Authors
0.46
1
6
Name
Order
Citations
PageRank
Yannis Kalfoglou1105774.48
Srinandan Dasmahapatra233035.41
David Dupplaw325726.86
Bo Hu416127.21
Paul H. Lewis563386.28
Nigel Shadbolt64273321.53