Using multiple domain visual context in image analysis

Mylonas, P; Avrithis, Y

dc.contributor.author	Mylonas, P	en
dc.contributor.author	Avrithis, Y	en
dc.date.accessioned	2014-03-01T02:45:00Z
dc.date.available	2014-03-01T02:45:00Z
dc.date.issued	2007	en
dc.identifier.uri	https://dspace.lib.ntua.gr/xmlui/handle/123456789/32084
dc.subject	Contextual Information	en
dc.subject	Fuzzy Set	en
dc.subject	Image Analysis	en
dc.subject	Language Use	en
dc.subject.other	analysis results	en
dc.subject.other	Contextual information	en
dc.subject.other	Fuzzy algebra	en
dc.subject.other	Image analysis technique (IAT)	en
dc.subject.other	In order	en
dc.subject.other	International (CO)	en
dc.subject.other	Multimedia interactive services	en
dc.subject.other	Multiple application domains	en
dc.subject.other	Semantic knowledge	en
dc.subject.other	visual context	en
dc.subject.other	Algebra	en
dc.subject.other	Fuzzy logic	en
dc.subject.other	Fuzzy sets	en
dc.subject.other	Information theory	en
dc.subject.other	Multimedia services	en
dc.subject.other	Ontology	en
dc.subject.other	Set theory	en
dc.subject.other	Image analysis	en
dc.title	Using multiple domain visual context in image analysis	en
heal.type	conferenceItem	en
heal.identifier.primary	10.1109/WIAMIS.2007.86	en
heal.identifier.secondary	http://dx.doi.org/10.1109/WIAMIS.2007.86	en
heal.identifier.secondary	4279119	en
heal.publicationDate	2007	en
heal.abstract	In this paper we propose an algorithm to improve the results of knowledge-assisted image analysis, based on contextual information. In order to achieve this, we utilize fuzzy algebra, fuzzy sets and relations, towards efficient manipulation of image region concepts. We provide a novel context modelling, based on the OWL language, using RDF reification. Initial image analysis results are enhanced by the utilization of domain-independent, semantic knowledge in terms of concepts and relations between them. The novelty of the presented work is the context-driven re-adjustment of the degrees of confidence of the detected concepts produced by any image analysis technique, utilizing a domainindependent ontology infrastructure to handle the knowledge, as well as multiple application domains. © 2007 IEEE.	en
heal.journalName	8th International Workshop on Image Analysis for Multimedia Interactive Services, WIAMIS 2007	en
dc.identifier.doi	10.1109/WIAMIS.2007.86	en