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Extracting information about emotions in films

Published: 02 November 2003 Publication History
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  • Abstract

    We present a method being developed to extract information about characters' emotions in films. It is suggested that this information can help describe higher levels of multimedia semantics relating to narrative structures. Our method extracts information from audio description that is provided for the visually-impaired with an increasing number of films. The method is based on a cognitive theory of emotions that links a character's emotional states to the events in their environment. In this paper the method is described along with some preliminary evaluation and discussions about the kinds of novel video retrieval and browsing applications it may support.

    References

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    Allen, R. B. and Acheson, J. Browsing the Structure of Multimedia Stories. In Procs. 5th ACM Conference on Digital Libraries, 11--18. ACM Press, New York, 2000.
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    Bordwell, D. and Thompson, K. Film Art: An Introduction. McGraw-Hill 5th Edition, New York, 1997.
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    Dorai, C. and Venkatesh, S. Computational Media Aesthetics: Finding Meaning Beautiful! IEEE Multimedia 8(4), 10--12, (Oct.-Dec. 2001).
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    Ortony A., Clore G. L. and Collins A. The Cognitive Structure of Emotions. Cambridge University Press, 1988.
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    Roth, V. Content-based retrieval from digital video. Image and Vision Computing 17, 531--540 (1999).
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    Salway, A., Graham, M., Tomadaki, E. and Xu, Y. Integrating Video and Text via Representations of Narrative. In Procs. AAAI Spring Symposium 2003, Intelligent Multimedia Knowledge Management.
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    TIWO - Television in Words, EPSRC research project, www.computing.surrey.ac.uk/ckm/tiwo_project/Index.html <http://www.computing.surrey.ac.uk/ckm/tiwo_project/Index.html>
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    cover image ACM Conferences
    MULTIMEDIA '03: Proceedings of the eleventh ACM international conference on Multimedia
    November 2003
    670 pages
    ISBN:1581137222
    DOI:10.1145/957013
    Permission to make digital or hard copies of all or part of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for components of this work owned by others than ACM must be honored. Abstracting with credit is permitted. To copy otherwise, or republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from [email protected]

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    New York, NY, United States

    Publication History

    Published: 02 November 2003

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    Author Tags

    1. audio description
    2. emotions
    3. film
    4. narrative
    5. semantic video content
    6. video browsing
    7. video retrieval

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    • (2023)IntroductionA Corpus-assisted Multimodal Analysis to Policy Addresses of Macao SAR Government10.1007/978-981-99-1195-0_1(1-15)Online publication date: 27-May-2023
    • (2022)Searching, Navigating, and Recommending Movies through Emotions: A Scoping ReviewHuman Behavior and Emerging Technologies10.1155/2022/78310132022(1-24)Online publication date: 2-Dec-2022
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    • (2018)Joint analysis of simultaneous EEG and eye tracking data for video imagesCOMPEL - The international journal for computation and mathematics in electrical and electronic engineering10.1108/COMPEL-07-2018-028137:5(1870-1884)Online publication date: 3-Sep-2018
    • (2018)Computational Media AestheticsEncyclopedia of Database Systems10.1007/978-1-4614-8265-9_1036(544-547)Online publication date: 7-Dec-2018
    • (2017)Joint analysis of simultaneous EEG and eye tracking data for video picture2017 18th International Symposium on Electromagnetic Fields in Mechatronics, Electrical and Electronic Engineering (ISEF) Book of Abstracts10.1109/ISEF.2017.8090693(1-2)Online publication date: Sep-2017
    • (2016)Predicting Movie Trailer Viewer's “Like/Dislike” via Learned Shot Editing PatternsIEEE Transactions on Affective Computing10.1109/TAFFC.2015.24443717:1(29-44)Online publication date: 1-Jan-2016
    • (2016)Computational Media AestheticsEncyclopedia of Database Systems10.1007/978-1-4899-7993-3_1036-2(1-4)Online publication date: 1-Dec-2016
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