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Viktor Varkarakis
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Deep neural network and data augmentation methodology for off-axis iris segmentation in wearable headsets
V Varkarakis, S Bazrafkan, P Corcoran
Neural Networks 121, 101-121, 2020
512020
Advanced deep learning methodologies for skin cancer classification in prodromal stages
MA Farooq, A Khatoon, V Varkarakis, P Corcoran
arXiv preprint arXiv:2003.06356, 2020
172020
Validating seed data samples for synthetic identities–methodology and uniqueness metrics
V Varkarakis, S Bazrafkan, G Costache, P Corcoran
Ieee Access 8, 152532-152550, 2020
112020
A deep learning approach to segmentation of distorted iris regions in head-mounted displays
V Varkarakis, S Bazrafkan, P Corcoran
2018 IEEE Games, Entertainment, Media Conference (GEM), 1-9, 2018
112018
Deep learning for consumer devices and services 2—AI gets embedded at the edge
P Corcoran, J Lemley, C Costache, V Varkarakis
IEEE Consumer Electronics Magazine 8 (5), 10-19, 2019
92019
Re-training stylegan-a first step towards building large, scalable synthetic facial datasets
V Varkarakis, S Bazrafkan, P Corcoran
2020 31st irish signals and systems conference (issc), 1-6, 2020
82020
Deep Learning for Consumer Devices and Services 3—Getting More From Your Datasets With Data Augmentation
P Corcoran, C Costacke, V Varkarakis, J Lemley
IEEE Consumer Electronics Magazine 9 (3), 48-54, 2020
82020
Toward robust facial authentication for low-power edge-AI consumer devices
W Yao, V Varkarakis, G Costache, J Lemley, P Corcoran
IEEE Access 10, 123661-123678, 2022
62022
Dataset cleaning—a cross validation methodology for large facial datasets using face recognition
V Varkarakis, P Corcoran
2020 Twelfth International Conference on Quality of Multimedia Experience …, 2020
42020
Towards End-to-End Neural Face Authentication in the Wild--Quantifying and Compensating for Directional Lighting Effects
V Varkarakis, W Yao, P Corcoran
arXiv preprint arXiv:2104.03854, 2021
22021
On the Feasibility of Privacy-Secured Facial Authentication for Low-Power IoT Devices-Quantifying the Effects of Head Pose Variation on End-To-End Neural Face Recognition
W Yao, V Varkarakis, J Lemley, P Corcoran
Proceedings of the 24th Irish machine vision and image processing conference …, 2022
12022
Generative Augmented Dataset and Annotation Frameworks for Artificial Intelligence (GADAFAI)
P Corcoran, H Javidnia, JE Lemley, V Varkarakis
2020 31st Irish Signals and Systems Conference (ISSC), 1-6, 2020
12020
Versatile Auxiliary Classification and Regression With Generative Adversarial Networks
S Bazrafkan, V Varkarakis, J Lemley, H Javidnia, P Corcoran
IEEE Access 9, 38810-38825, 2021
2021
Contributions to Data Augmentation Techniques and Synthetic Data for Training Deep Neural Networks
V Varkarakis
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