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    ASIA unversity > 管理學院 > 國際企業學系 > 期刊論文 >  Item 310904400/79864

    Please use this identifier to cite or link to this item: http://asiair.asia.edu.tw/ir/handle/310904400/79864

    Title: Real-Time Background Modeling Based on a Multi-level Texture Description
    Authors: Ye, Chia-Hung;Yeh, Chia-Hung;林智揚;LIN, CHIH-YANG;Mucht, Kahlil;Muchtar, Kahlil;Kang, Li-Wei;Kang, Li-Wei
    Contributors: 資訊工程學系
    Keywords: Background modeling;Motion detection;Gaussian mixture modeling
    Date: 2014-06
    Issue Date: 2014-06-05 12:21:09 (UTC+8)
    Abstract: Background construction is the base of object detection and tracking of machine vision systems. Traditional background modeling methods often require complicated computations and are sensitive to illumination changes. This paper proposes a novel block-based background modeling method based on a hierarchical coarse-to-fine texture description, which fully utilizes the texture characteristics of each incoming frame. The proposed method is efficient and can resist both illumination changes and shadow disturbance. The experimental results show that this method is suitable for real-world scenes and real-time applications.
    Relation: INFORMATION SCIENCES,269(10),106–127.
    Appears in Collections:[國際企業學系] 期刊論文

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