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MPEG-7 based description schemes for multi-level video content classification

Authors :
Mohand-Said Hacid
Ahmed K. Elmagarmid
Athena Vakali
Aristotle University of Thessaloniki
Laboratoire d'InfoRmatique en Image et Systèmes d'information (LIRIS)
Institut National des Sciences Appliquées de Lyon (INSA Lyon)
Université de Lyon-Institut National des Sciences Appliquées (INSA)-Université de Lyon-Institut National des Sciences Appliquées (INSA)-Centre National de la Recherche Scientifique (CNRS)-Université Claude Bernard Lyon 1 (UCBL)
Université de Lyon-École Centrale de Lyon (ECL)
Université de Lyon-Université Lumière - Lyon 2 (UL2)
Department of Computer Science [Purdue]
Purdue University [West Lafayette]
Source :
Image and Vision Computing, Image and Vision Computing, Elsevier, 2004, 5, 22, pp.367-378. ⟨10.1016/S0262-8856(03)00098-2⟩
Publication Year :
2004
Publisher :
Elsevier BV, 2004.

Abstract

International audience; MPEG-7 has emerged as the standard for multimedia data content description for efficiently describing multimedia content. In this context, its primary goal is to provide flexible and effective searching and retrieval of multimedia resources. Most of the earlier work on MPEG-7 description schemes (DSs) and descriptors (Ds) focuses on the description of a single multimedia document, whereas MPEG-7 can be further exploited to support more advances implementations under multimedia database systems. Therefore, it is important to reconsider issues related to high level multimedia modeling and representation, in the light of the MPEG-7 perspective. In this paper, we propose a high level multimedia representation and description scheme based on multi-level video modeling and semantic video classification. The proposed multi-level multimedia representation and DSs are expected to support more effective video content indexing and accessing operations. The presented DSs and Ds are further described by using the XML Schema language, which has been adopted as the basis of the Description Definition Language (DDL) of the MPEG-7 standard.

Details

ISSN :
02628856
Volume :
22
Database :
OpenAIRE
Journal :
Image and Vision Computing
Accession number :
edsair.doi.dedup.....61619c3ce56271b6d256f79063737e92
Full Text :
https://doi.org/10.1016/s0262-8856(03)00098-2