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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.

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Title Application of computational media aesthetics methodology to extracting color semantics in film
Author(s) Truong, Ba Tu
Venkatesh, SvethaORCID iD for 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
Collection: School of Information Technology
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