Browsing by Author "Sankur B."

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    A Novel Study on Developing a Model-Driven Visual Dictionary
    (Institute of Electrical and Electronics Engineers Inc., 2016) Aslan S.; Akgul C.B.; Sankur B.; Tunalı, Turhan
    We designed SymPaD framework, a model-driven visual dictionary construction and description method, with new shape models and quantized shape library. We demonstrate that, with this new design, the most current model-driven dictionary construction method is outperformed with even smaller dictionary in object recognition and image retrieval tasks. © 2016 IEEE.
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    Citation - Scopus: 3
    SymPaD: Symbolic patch descriptor
    (SciTePress, 2015) Aslan S.; Akgül C.B.; Sankur B.; Tunalı, Turhan
    We propose a new local image descriptor named SymPaD for image understanding. SymPaD is a probability vector associated with a given image pixel and represents the attachment of the pixel to a previously designed shape repertoire. As such the approach is model-driven. The SymPad descriptor is illumination and rotation invariant, and extremely flexible on extending the repertoire with any parametrically generated geometrical shapes and any desired additional transformation types. Copyright © 2015 SCITEPRESS - Science and Technology Publications All rights reserved.