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Title: Smart Video Text: A Conceptual Graph based Video Data Model
Author(s): F. Kokkoras, H. Jiang, I. Vlahavas, A. Elmagarmid, E. Houstis, W. Aref.
Availability: Click here to download the PDF (Acrobat Reader) file (10 pages).
Keywords: Video Databases, Conceptual Graphs, Content based Video Retrieval.
Appeared in: ACM Multimedia Systems Journal, ACM - Springer, Vol. 8, No 4, pp. 328-338, 2002.
Abstract: An intelligent annotation-based video data model called Smart VideoText is introduced. It utilizes the Conceptual Graph knowledge representation formalism to capture the semantic associations among the concepts described in text annotations of the video data. The aim is to achieve more effective query, retrieval and browsing capabilities based on video datas semantic content. Finally, a generic and modular video database architecture based on Smart VideoText data model is described.
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1 Q. Zhang, M. Kankanhalli and P. Mulhem. "Semantic Video Annotation and Vague Query". In proceed-ings: International Conference on Multimedia Modelling (MMM'03), Taipei, Taiwan, pp.190-208, 8-10 January, 2003.
2 P.H. Meland, J. Austvik, J. Heggland. "Using Ontologies and Semantic Networks with Temporal Media". In proceedings: Semantic Web Workshop at the 26th Annual International ACM SIGIR Conference, July 28 - August 1, Toronto, Canada, 2003.
3 A. Salway, M. Graham, E. Tomadaki and Yan Xu. "Linking Video and Text via Representations of Nar-rative", AAAI Spring Symposium on Intelligent Multimedia Knowledge Management, Palo Alto, 24-26 March, 2003.
4 Yan Xu, "Video Retrieval by Semantic Content: Representing Filmed Narrative", PhD thesis, Depart-ment of Computing, School of Electronics and Physical Sciences, University of Surrey, 2003.
5 Elod Egyed-Zsigmond, "Gestion des connaissances dans une base de documents multimedias", PhD Thesis, L'Institut Nationial des Sciences Appliquees de Lyon, 2003.
6 A. Vasiliou, "Representing Narrative in Multimedia Systems", PhD thesis, Department of Computing, School of Electronics and Physical Sciences, University of Surrey, 2004.
7 Santos C.A.S., Rehem Neto A.N. "Uma Abordagem para Anotação em Vídeos Digitais com Aplicações em Telemedicina" In Proceedings of the IV Workshop de Informática Médica - WIM2004, Brasil, 2004.
8 Jon Olav Hauglid, "User Interfaces for Accessing Information in Digital Repositories", PhD thesis, De-partment of Computer and Information Science, Norwegian University of Science and Technology, Trondheim, 2004.
9 P. Sosnin, D. Sosnin, S. Krasovsky, "The System Of Semantic Representation In Computer-Aided Con-ceptual Design", 6th International Conference on "Interactive Systems and Technologies: The Prob-lems of Human-Computer Interaction", Ulyanovsk, Russia, 26-30 September, 2005.
10 Jon Heggland, "Ontolog: Flexible Management of Semantic Video Content Annotations", PhD Thesis, Norwegian University of Science and Technology, Department of Computer and Information Science, 2005.
11 C.A.S. Santos, A.N. Rehem Neto, T.A. Tavares, "Using CANNOT Framework to generate Video Based Applications", in Proceedings of the 3rd Latin American Web Congress (LA-WEB05), ISBN:0-7695-2471-0, 31 Oct.-2 Nov, 2005.
12 Xingquan Zhu, Xindong Wu, A.K. Elmagarmid, Zhe Feng and Lide Wu: "Video Data Mining: Semantic Indexing and Event Detection from the Association Perspective". IEEE Transactions on Knowledge and Data Engineering, 17 (5), pp.665-677, 2005.
13 Anthony J.T. Lee, Han-Pang Chiu and Ping Yu. "Similarity retrieval of videos by using 3D C-string knowledge representation", Journal of Visual Communication and Image Representation, 16(6), Elsevier, pp.749-773, 2005.
14 Charhad M. "Modèles de Documents Vidéo basés sur le Formalisme des Graphes Conceptuels pour lIndexation et la Recherche par le Contenu Sémantique". PhD Thesis, Universitè Joseph Fourier - Grenoble, 2005.
15 P. Sosnin, E. Sosnina, P. Smikun, "Automated Development Of The Basic Design Templates And Diagrams In Object-Oriented Analysis And Design", 6th International Conference on "Interactive Systems and Technologies: The Problems of Human-Computer Interaction", Ulyanovsk, Russia, 26-30 September, 2005.
16 Jeongkyu Lee, "A Graph-based Approach for Modelling and Indexing Video Data", PhD Thesis, The University of Texas at Arlington, August 2006.
17 B. QasemiZadeh, H.R. Haghi and M. Kangavari, "A Framework for Temporal Content Modeling of Video Data Using an Ontological Infrastructure", in Proceedings of the Second International Conference on Semantics, Knowledge and Grid (SKG'06), 2006.
18 Yu Wang, ChunXiao Xing, Lizhu Zhou. "Video Semantic Models: Survey and Evaluation". In Interna-tional Journal of Computer Science and Network Security (IJCSNS), vol.6, No.2A, pp.10-20, February 2006.
19 Yu Wang, Li-Zhu Zhou, Chun-Xiao Xing. "Video Semantic Models and their Evaluation Criteria", Chi-nese Journal of Computers, Vol. 30, No. 3, pp. 337-351, 2007.
20 M. Belkhatir and M. Charhad. "A Conceptual Framework for Automatic Text-Based Indexing and Re-trieval in Digital Video Collections". In Proceedings of the 18th International Conference on Database and Expert Systems Applications - DEXA '07, R. Wagner, N. Revell, and G. Pernul (Eds.), Springer-Verlag Berlin Heidelberg, LNCS 4653, pp. 392403, 2007
21 A. Dallacosta, L.M.R. Tarouco, S. Franco. "Védeos indexados: que benefícios trazem para o professor e para os alunos". RENOTE - Revista Novas Tecnologias na Educação, v.5, pp. 1-10, 2007.
22 Adrianna Dallacosta, "Os Usos Pedagogicos Videos Digitais Indexados", PhD Thesis, Universidade Federal do Rio Grande do Sul, Brazil, 2007
23 Benoît Le Bonhomme, "Plate-forme ouverte pour contenus et traitements multimédias en ligne", PhD Thesis, LInstitut National des Télécommunications et lUniversité Pierre et Marie Curie, France, 2009
24 Ritesh Kumari and D.C.Dhubkariya, " Video Data Mining Advances in Media and Entertainment World for Efficient Indexing and Retrieval", Global Journal of Researches in Engineering, Vol. 10 Issue 6, pp.56-65, 2010.
25 Alain Simac, "Modélisation et gestion de concepts, en particulier temporels, pour lassistance à la caractérisation de séquences dimages", PhD Thesis (in French), Docteur de lUniversite de Grenible, Sciences et Technologies de lInformation et de la Communication, 2011.
26 Alain Simac-Lejeune, "Extraction et gestion d'informations pour la construction d'une base vidéo d'apprentissage", In Proceedings of the 12e Conférence Internationale Francophone sur l'Extraction et la Gestion des Connaissances, 31 Jan - 3 Feb, Bordeaux, France, 2012.


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