Indexing narrative structure and semantics in motion pictures with a probabilistic framework Adams, Brett, Dorai, Chitra, Venkatesh, Svetha and Bui, Hung H. 2003, Indexing narrative structure and semantics in motion pictures with a probabilistic framework, in ICME 2003 : Proceedings of the International Conference on Multimedia and Expo, IEEE, Washington, D.C., pp. 453-456, doi: 10.1109/ICME.2003.1221651. Attached Files Name Description MIMEType Size Downloads venkatesh-indexingnarrative-2003.pdf Published version application/pdf 275.94KB 110 Title Indexing narrative structure and semantics in motion pictures with a probabilistic framework Author(s) Adams, Brett Dorai, Chitra Venkatesh, Svetha orcid.org/0000-0001-8675-6631 Bui, Hung H. Conference name International Conference on Multimedia and Expo (2003 : Baltimore, Md.) Conference location Baltimore, Md. Conference dates 6-9 Jul. 2003 Title of proceedings ICME 2003 : Proceedings of the International Conference on Multimedia and Expo Editor(s) [Unknown] Publication date 2003 Conference series International Conference on Multimedia and Expo Start page 453 End page 456 Total pages 4 Publisher IEEE Place of publication Washington, D.C. Keyword(s) Bayesian methods cinematography content management image motion analysis indexing probability video signal processing Summary This work constitutes the first attempt to extract an important narrative structure, the 3-Act story telling paradigm, in film. This narrative structure is prevalent in the domain of film as it forms the foundation and framework in which the film can be made to function as an effective tool for story telling, and its extraction is a vital step in automatic content management for film data. A novel act boundary likelihood function for Act 1 is derived using a Bayesian formulation under guidance from film grammar, tested under many configurations and the results are reported for experiments involving 25 full length movies. The formulation is shown to be a useful tool in both the automatic and semi-interactive setting for semantic analysis of film. Notes This material is presented to ensure timely dissemination of scholarly and technical work. Copyright and all rights therein are retained by authors or by other copyright holders. All persons copying this information are expected to adhere to the terms and constraints invoked by each author's copyright. In most cases, these works may not be reposted without the explicit permission of the copyright holder. ISBN 9780780379657 0780379659 Language eng DOI 10.1109/ICME.2003.1221651 Field of Research 089999 Information and Computing Sciences not elsewhere classified Socio Economic Objective 970108 Expanding Knowledge in the Information and Computing Sciences HERDC Research category E1.1 Full written paper - refereed Copyright notice ©2003, IEEE Persistent URL http://hdl.handle.net/10536/DRO/DU:30044762 Document type: Conference Paper Collections: School of Information Technology Open Access Collection Related Links Link Description Connect to published version Go to link with your DU access privileges     Unless expressly stated otherwise, the copyright for items in DRO is owned by the author, with all rights reserved. Every reasonable effort has been made to ensure that permission has been obtained for items included in DRO. If you believe that your rights have been infringed by this repository, please contact drosupport@deakin.edu.au. Versions Version Filter Type Tue, 01 May 2012, 10:56:32 EST Wed, 02 May 2012, 14:49:25 EST Wed, 02 May 2012, 14:51:07 EST Mon, 07 May 2012, 11:40:40 EST Tue, 06 Sep 2016, 18:49:57 EST Sat, 17 Jun 2017, 03:10:34 EST Filtered Full Citation counts:   Cited 0 times in TR Web of Science Cited 3 times in Scopus Search Google Scholar Access Statistics: 222 Abstract Views, 110 File Downloads  -  Detailed Statistics Created: Tue, 01 May 2012, 10:56:32 EST

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