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Visual Information Analysis for big-data using multi-core technologies

  • Nikolaos Mpountouropoulos
  • , Anastasios Tefas
  • , Nikos Nikolaidis
  • , Ioannis Pitas

    Research output: Chapter in Book/Report/Conference proceedingConference Contribution (Conference Proceeding)

    1 Citation (Scopus)

    Abstract

    The exponential growth of video data produced by surveillance cameras, cell phones and movie post-production creates the need to process big-data using methods that are able to produce instantaneous result. Video summarization can be accomplished and represented in several manners. The achieved summaries might be a sequence of images or short videos. In our method, an input video is divided into shots. From each shot we calculate key frames using three different key frame definitions, to summarize the video data. The contribution of this paper is to describe how to incorporate techniques that extract on the on the fly results.
    Original languageEnglish
    Title of host publicationIntelligent Data analysis and its Applications, Volume I
    Subtitle of host publicationProceeding of the First Euro-China Conference on Intelligent Data Analysis and Applications, June 13-15, 2014, Shenzhen, China
    PublisherSpringer
    Pages309-316
    Number of pages8
    Volume297
    ISBN (Electronic)978-3-319-07776-5
    ISBN (Print)978-3-319-07775-8
    Publication statusPublished - 13 Jun 2014
    EventFirst Euro-China Conference on Intelligent Data Analysis and Applications (ECC) - Shenzhen, China
    Duration: 13 Jun 201415 Jun 2014

    Publication series

    NameAdvances in Intelligent Systems and Computing
    PublisherSpringer International Publishing
    Volume297
    ISSN (Print)2194-5357

    Conference

    ConferenceFirst Euro-China Conference on Intelligent Data Analysis and Applications (ECC)
    Country/TerritoryChina
    CityShenzhen
    Period13/06/1415/06/14

    Keywords

    • video summarization
    • big-data video analysis
    • mutual information

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