21 citations · 22 across the 2 of their papers we have counts for
3 papers · 1 filter
Towards End-to-End Neural Face Authentication in the Wild -- Quantifying and Compensating for Directional Lighting Effects
Viktor Varkarakis, Wang Yao, Peter Corcoran
The recent availability of low-power neural accelerator hardware, combined with improvements in end-to-end neural facial recognition algorithms provides, enabling technology for on…
Dataset Cleaning -- A Cross Validation Methodology for Large Facial Datasets using Face Recognition
Viktor Varkarakis, Peter Corcoran
In recent years, large "in the wild" face datasets have been released in an attempt to facilitate progress in tasks such as face detection, face recognition, and other tasks. Most…
Deep Neural Network and Data Augmentation Methodology for off-axis iris segmentation in wearable headsets
Viktor Varkarakis, Shabab Bazrafkan, Peter Corcoran
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 comple…