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    Face hallucination with application in far distance face recognition

    200512_Xu 2014.pdf (6.698Mb)
    Access Status
    Open access
    Authors
    Xu, Xiang
    Date
    2014
    Supervisor
    Prof. Ling Li
    Assoc. Prof. Wanquan Liu
    Type
    Thesis
    Award
    PhD
    
    Metadata
    Show full item record
    School
    School of Electrical Engineering and Computing, Department of Computing
    URI
    http://hdl.handle.net/20.500.11937/1931
    Collection
    • Curtin Theses
    Abstract

    In this thesis, faces captured in far distances are investigated. Face enhancement algorithms are studied. Hallucinating faces in holistic model and patch-based model are analysed respectively. The advantages and disadvantages of both models are discussed. An innovative holistic model and patch-based model are proposed separately. More investigation in practical surveillance environments are carried. And a new far face recognition model is proposed. Experiments demonstrate the improvement of proposed approaches.

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