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    Indexing and retrieval of free-form surfaces using self-organizing maps

    193010_MacLennan 2013.pdf (67.12Mb)
    Access Status
    Open access
    Authors
    MacLennan, Alexander D.
    Date
    2013
    Type
    Thesis
    Award
    PhD
    
    Metadata
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    School
    Department of Computing
    URI
    http://hdl.handle.net/20.500.11937/2037
    Collection
    • Curtin Theses
    Abstract

    This thesis describes the use of Self-Organizing Maps in combination with unique curvature based feature combinations and various training data sets as a clustering function to describe free-form surfaces. Our descriptor was successfully used as the basis of techniques that segmented, indexed and retrieved free-form surfaces represented as triangulated meshes.

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