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    AuthorCorcoran, Peter (2)
    Varkarakis, Viktor (2)
    Bazrafkan, Shabab (1)Costache, Claudia (1)Lemley, Joseph (1)SubjectBIOMETRICS (2)AUTHENTICATION (1)DEVICES (1)FEATURES (1)GENERATION (1)... View MoreDate Issued2019 (2)TypeArticle (2)

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    Deep learning for consumer devices and services 2-AI gets embedded at the edge 

    Corcoran, Peter; Lemley, Joseph; Costache, Claudia; Varkarakis, Viktor (IEEE, 2019-09-02)
    The recent explosive growth of deep learning is enabling a new generation of intelligent consumer devices. Specialized deep learning inference now provides data analysis capabilities that once required an active cloud ...
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    Deep neural network and data augmentation methodology for off-axis iris segmentation in wearable headsets 

    Varkarakis, Viktor; Bazrafkan, Shabab; Corcoran, Peter (Elsevier, 2019-08-01)
    A data augmentation methodology is presented and applied to generate a large dataset of off-axis iris regions and train a low-complexity deep neural network. Although of low complexity the resulting network achieves a high ...
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