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    Face Image Retrieval with Landmark Detection and Semantic Concepts Extraction

    Liang Antoni 2017.pdf (39.91Mb)
    Access Status
    Open access
    Authors
    Liang, Antoni
    Date
    2017
    Supervisor
    Assoc. Prof. Wanquan Liu
    Type
    Thesis
    Award
    PhD
    
    Metadata
    Show full item record
    Faculty
    Science and Engineering
    School
    Computing
    URI
    http://hdl.handle.net/20.500.11937/54081
    Collection
    • Curtin Theses
    Abstract

    This thesis proposes various novel approaches for improving the performances of automatic facial landmarks detection system based on the concept of pictorial tree structure model. Furthermore, a robust glasses landmark detection system is also proposed as glasses are commonly used. These proposed approaches are employed to develop an automatic semantic based face images retrieval system. The experiment results demonstrate significant improvements of all the proposed approaches towards accuracy and efficiency.

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