Multimedia reasoning with f-SHIN

Simou, N; Athanasiadis, Th; Tzouvaras, V; Kollias, S

dc.contributor.author	Simou, N	en
dc.contributor.author	Athanasiadis, Th	en
dc.contributor.author	Tzouvaras, V	en
dc.contributor.author	Kollias, S	en
dc.date.accessioned	2014-03-01T02:44:51Z
dc.date.available	2014-03-01T02:44:51Z
dc.date.issued	2007	en
dc.identifier.uri	https://dspace.lib.ntua.gr/xmlui/handle/123456789/31973
dc.subject.other	Fuzzy logic	en
dc.subject.other	Semantics	en
dc.subject.other	Analysis algorithms	en
dc.subject.other	Classification processes	en
dc.subject.other	Effective management	en
dc.subject.other	Fuzzy extensions	en
dc.subject.other	Imprecise information	en
dc.subject.other	International (CO)	en
dc.subject.other	Media adaptation	en
dc.subject.other	Multimedia Document (MD)	en
dc.subject.other	Personalization	en
dc.subject.other	Segmentation algorithms	en
dc.subject.other	Semantic labeling	en
dc.subject.other	Information theory	en
dc.title	Multimedia reasoning with f-SHIN	en
heal.type	conferenceItem	en
heal.identifier.primary	10.1109/SMAP.2007.4414385	en
heal.identifier.secondary	http://dx.doi.org/10.1109/SMAP.2007.4414385	en
heal.identifier.secondary	4414385	en
heal.publicationDate	2007	en
heal.abstract	Effective management and exploitation of multimedia documents requires extraction of the underlying semantics. Multimedia analysis algorithms can produce fairly rich but imprecise information about a multimedia document. In this paper, a multimedia reasoning architecture is presented using the fuzzy extension of expressive SHIN, f-SHIN. First a segmentation algorithm generates a set of oversegmented regions and a classification process is employed to assign those regions with semantic labels. A semantic-based refinement of the segmentation is follows and this information initializes the ABox of a fuzzy-knowledge that is used for multimedia reasoning. The proposed approach was tested on outdoor domain and shows promising results. © 2007 IEEE.	en
heal.journalName	SMAP07 - Second International Workshop on Semantic Media Adaptation and Personalization	en
dc.identifier.doi	10.1109/SMAP.2007.4414385	en
dc.identifier.spage	44	en
dc.identifier.epage	49	en