Integrating image segmentation and classification for Fuzzy knowledge-based multimedia indexing

Athanasiadis, T; Simou, N; Papadopoulos, G; Benmokhtar, R; Chandramouli, K; Tzouvaras, V; Mezaris, V; Phiniketos, M; Avrithis, Y; Kompatsiaris, Y; Huet, B; Izquierdo, E

dc.contributor.author	Athanasiadis, T	en
dc.contributor.author	Simou, N	en
dc.contributor.author	Papadopoulos, G	en
dc.contributor.author	Benmokhtar, R	en
dc.contributor.author	Chandramouli, K	en
dc.contributor.author	Tzouvaras, V	en
dc.contributor.author	Mezaris, V	en
dc.contributor.author	Phiniketos, M	en
dc.contributor.author	Avrithis, Y	en
dc.contributor.author	Kompatsiaris, Y	en
dc.contributor.author	Huet, B	en
dc.contributor.author	Izquierdo, E	en
dc.date.accessioned	2014-03-01T02:46:12Z
dc.date.available	2014-03-01T02:46:12Z
dc.date.issued	2009	en
dc.identifier.issn	03029743	en
dc.identifier.uri	https://dspace.lib.ntua.gr/xmlui/handle/123456789/32603
dc.subject	Fuzzy Reasoning	en
dc.subject	Image Segmentation	en
dc.subject	Indexing and Retrieval	en
dc.subject	Knowledge Base	en
dc.subject	Multimedia Indexing	en
dc.subject	Object Detection	en
dc.subject	Semantic Description	en
dc.subject	Semantic Indexing	en
dc.subject	Semantic Information	en
dc.subject.other	Data mining	en
dc.subject.other	Digital image storage	en
dc.subject.other	Feature extraction	en
dc.subject.other	Image processing	en
dc.subject.other	Image segmentation	en
dc.subject.other	Indexing (of information)	en
dc.subject.other	Information theory	en
dc.subject.other	Knowledge based systems	en
dc.subject.other	Semantics	en
dc.subject.other	Fuzzy knowledge	en
dc.subject.other	Fuzzy reasonings	en
dc.subject.other	Implicit knowledge	en
dc.subject.other	Indexing and retrievals	en
dc.subject.other	Knowledge-assisted analysis	en
dc.subject.other	Low-level features	en
dc.subject.other	Multi-media contents	en
dc.subject.other	Multimedia indexing	en
dc.subject.other	Object detections	en
dc.subject.other	Region-based	en
dc.subject.other	Semantic descriptions	en
dc.subject.other	Semantic indexing	en
dc.subject.other	Semantic informations	en
dc.subject.other	Object recognition	en
dc.title	Integrating image segmentation and classification for Fuzzy knowledge-based multimedia indexing	en
heal.type	conferenceItem	en
heal.identifier.primary	10.1007/978-3-540-92892-8_29	en
heal.identifier.secondary	http://dx.doi.org/10.1007/978-3-540-92892-8_29	en
heal.publicationDate	2009	en
heal.abstract	In this paper we propose a methodology for semantic indexing of images, based on techniques of image segmentation, classification and fuzzy reasoning. The proposed knowledge-assisted analysis architecture integrates algorithms applied on three overlapping levels of semantic information: i) no semantics, i.e. segmentation based on low-level features such as color and shape, ii) mid-level semantics, such as concurrent image segmentation and object detection, region-based classification and, iii) rich semantics, i.e. fuzzy reasoning for extraction of implicit knowledge. In that way, we extract semantic description of raw multimedia content and use it for indexing and retrieval purposes, backed up by a fuzzy knowledge repository. We conducted several experiments to evaluate each technique, as well as the whole methodology in overall and, results show the potential of our approach. © 2008 Springer Berlin Heidelberg.	en
heal.journalName	Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)	en
dc.identifier.doi	10.1007/978-3-540-92892-8_29	en
dc.identifier.volume	5371 LNCS	en
dc.identifier.spage	263	en
dc.identifier.epage	274	en