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Brno University of Technology at MediaEval 2011 Genre Tagging Task

The result's identifiers

  • Result code in IS VaVaI

    <a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216305%3A26230%2F11%3APU97855" target="_blank" >RIV/00216305:26230/11:PU97855 - isvavai.cz</a>

  • Result on the web

    <a href="http://ceur-ws.org/Vol-807/Hradis_BUT_Genre_me11wn.pdf" target="_blank" >http://ceur-ws.org/Vol-807/Hradis_BUT_Genre_me11wn.pdf</a>

  • DOI - Digital Object Identifier

Alternative languages

  • Result language

    angličtina

  • Original language name

    Brno University of Technology at MediaEval 2011 Genre Tagging Task

  • Original language description

    This paper briefly describes our approach to the video genre tagging task which was a part of MediaEval 2011. We focused mainly on visual and audio information, and we exploited metadata and automatic speech transcripts only in a very basic way. Our approach relied on classification and on classifier fusion to combine different sources of information. We did not use any additional training data except the very small exemplary set provided by MediaEval (only 246 videos). The best performance was achievedby metadata alone. Combination with the other sources of information did not improve results in the submitted runs. This was achieved later by choosing more suitable weights in fusion. Excluding the metadata, audio and video gave better results than speech transcripts. Using classifiers for 345 semantic classes from TRECVID 2011 semantic indexing (SIN) task to project the data worked better than classifying directly from video and audio features.

  • Czech name

  • Czech description

Classification

  • Type

    D - Article in proceedings

  • CEP classification

    IN - Informatics

  • OECD FORD branch

Result continuities

  • Project

    <a href="/en/project/7E11024" target="_blank" >7E11024: Together Anywhere, Together Anytime - Enlarged European Union</a><br>

  • Continuities

    P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)<br>Z - Vyzkumny zamer (s odkazem do CEZ)<br>S - Specificky vyzkum na vysokych skolach

Others

  • Publication year

    2011

  • Confidentiality

    S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Data specific for result type

  • Article name in the collection

    Working Notes Proceedings of the MediaEval 2011 Workshop

  • ISBN

  • ISSN

    1613-0073

  • e-ISSN

  • Number of pages

    2

  • Pages from-to

    1-2

  • Publisher name

    CEUR-WS.org

  • Place of publication

    Pisa, Italy

  • Event location

    Pisa, Itálie

  • Event date

    Jul 29, 2011

  • Type of event by nationality

    EUR - Evropská akce

  • UT code for WoS article