Application of computational media aesthetics methodology to extracting color semantics in film Truong, Ba Tu, Venkatesh, Svetha and Dorai, Chitra 2002, Application of computational media aesthetics methodology to extracting color semantics in film, in MULTIMEDIA 2002 : Proceedings of the 10th ACM International Multimedia Conference and Exhibition, ACM, Washington, D. C., pp. 339-342, doi: 10.1145/641007.641079. Attached Files Name Description MIMEType Size Downloads Title Application of computational media aesthetics methodology to extracting color semantics in film Author(s) Truong, Ba Tu Venkatesh, Svetha orcid.org/0000-0001-8675-6631 Dorai, Chitra Conference name ACM International Conference on Multimedia (10th : 2002 : Juan-les-Pins, France) Conference location Juan-les-Pins, France Conference dates 1-6 Dec. 2002 Title of proceedings MULTIMEDIA 2002 : Proceedings of the 10th ACM International Multimedia Conference and Exhibition Editor(s) [Unknown] Publication date 2002 Conference series ACM International Conference on Multimedia Start page 339 End page 342 Total pages 4 Publisher ACM Place of publication Washington, D. C. Keyword(s) color computational methods data storage equipment indexing (of information) multimedia systems Summary Using film grammar as the underpinning, we study the extraction of structures in video based on color using a wide configuration of clustering methods combined with existing and new similarity measures. We study the visualisation of these structures, which we call Scene-Cluster Temporal Charts and show how it can bring out the interweaving of different themes and settings in a film. We also extract color events that filmmakers use to draw/force a viewer's attention to a shot/scene. This is done by first extracting a set of colors used rarely in film, and then building a probabilistic model for color event detection. We demonstrate with experimental results from ten movies that our algorithms are effective in the extraction of both scene-cluster temporal charts and color events. ISBN 158113620X Language eng DOI 10.1145/641007.641079 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 ©2002, ACM Persistent URL http://hdl.handle.net/10536/DRO/DU:30044647 Document type: Conference Paper Collections: Faculty of Science, Engineering and Built Environment School of Information Technology Related Links Link Description Connect to published version (restricted access) 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. Versions Version Filter Type Fri, 20 Apr 2012, 11:37:20 EST Fri, 27 Apr 2012, 12:02:28 EST Fri, 27 Apr 2012, 12:04:26 EST Filtered Full Citation counts:   Cited 0 times in TR Web of Science Cited 10 times in Scopus Search Google Scholar Access Statistics: 477 Abstract Views, 1 File Downloads  -  Detailed Statistics Created: Fri, 20 Apr 2012, 11:37:20 EST

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