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A spatio-temporal representation scheme for modeling moving objects in video data

    • Jeonbuk National University

    Research output: Contribution to conferenceConference paperpeer-review

    Abstract

    The trajectory of moving objects in video data plays an important role in video indexing for content-based retrieval. In this paper, we propose a new spatio-temporal representation scheme for modeling moving objects' trajectories in video data. In order to support contentbased retrieval on video data very well, our representation scheme considers the moving distance of an object during a given time interval as well as its temporal and spatial relations. Based on our representation scheme, we present two similarity measures for both the trajectory of a single moving object and those of multiple moving objects, which provide ranking for the retrieved video results. Finally, we show from our experiment that our representation scheme achieves about 10-20% higher precision while it holds about the same recall, compared with its competitors, such as Li's and Shan's schemes.

    Original languageEnglish
    Title of host publicationAdvances in Computing Science - ASIAN 2000 - 6th Asian Computing Science Conference, Proceedings
    EditorsJifeng He, Masahiko Sato
    PublisherSpringer Verlag
    Pages104-118
    Number of pages15
    ISBN (Print)3540414282, 9783540414285
    DOIs
    StatePublished - 2000
    Event6th Asian Computing Science Conference, ASIAN 2000 - Penang, Malaysia
    Duration: 2000.11.252000.11.27

    Publication series

    NameLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
    Volume1961
    ISSN (Print)0302-9743
    ISSN (Electronic)1611-3349

    Conference

    Conference6th Asian Computing Science Conference, ASIAN 2000
    Country/TerritoryMalaysia
    CityPenang
    Period00.11.2500.11.27

    Quacquarelli Symonds(QS) Subject Topics

    • Computer Science & Information Systems

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