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Affect-­based indexing and retrieval of films

Hau Chan, Ching and Jones, Gareth J.F. (2005) Affect-­based indexing and retrieval of films. In: ACM Multimedia 2005 - 13th ACM International Conference on Multimedia 2005, 6-11 Nov 2005, Singapore. ISBN 1-59593-044-2

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Abstract

Digital multimedia systems are creating many new opportunities for rapid access to content archives. In order to explore these collections using search applications, the content must be annotated with significant features. An important and often overlooked aspect of human interpretation of multimedia data is the affective dimension. Affective labels of content can be extracted automatically from within multi-media data streams. These can then be used for content-based retrieval and browsing. In this study affective features extracted from multimedia audio content are mapped onto a set of keywords with predetermined emotional interpretations. These labels are then used to demonstrate affect-based retrieval on a range of feature films.

Item Type:Conference or Workshop Item (Paper)
Event Type:Conference
Refereed:Yes
Uncontrolled Keywords:affect-based retrieval; content-based retrieval; affective labelling of multimedia
Subjects:Computer Science > Information retrieval
DCU Faculties and Centres:Research Initiatives and Centres > Centre for Digital Video Processing (CDVP)
DCU Faculties and Schools > Faculty of Engineering and Computing > School of Computing
Published in:MULTIMEDIA '05 Proceedings of the 13th annual ACM international conference on Multimedia. . Association for Computing Machinery. ISBN 1-59593-044-2
Publisher:Association for Computing Machinery
Official URL:http://portal.acm.org/ft_gateway.cfm?id=1101243&type=pdf&CFID=19879361&CFTOKEN=18605329
Copyright Information:© ACM, 2005. This is the author's version of the work. It is posted here by permission of ACM for your personal use. Not for redistribution. The definitive version was published in MULTIMEDIA '05 Proceedings of the 13th annual ACM international conference on Multimedia. 2005. http://doi.acm.org/10.1145/1101149.1101243
Use License:This item is licensed under a Creative Commons Attribution-NonCommercial-Share Alike 3.0 License. View License
ID Code:16201
Deposited On:27 Apr 2011 11:41 by Shane Harper. Last Modified 05 Aug 2011 13:57

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