Browsing Electrical and Electronic Engineering (Scholarly Articles) by Author "Varkarakis, Viktor"
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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 ... -
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 ...