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AI facial recognition and biometric detection: balancing consumer rights and corporate interests
(Institute of Electrical and Electronics Engineers (IEEE), 2022-02-25)
The purpose of this study is two-fold. Firstly, to critically assess the extent to which corporate actors can lawfully use artificial intelligence (AI) technology for real-time facial recognition biometric detection. ...
Design and Real-World Application of Novel Machine Learning Techniques for Improving Face Recognition Algorithms
(2019-05-28)
Recent progress in machine learning has made possible the development of real-world face recognition applications that can match face images as good as or better than humans. However, several challenges remain unsolved. ...
Enhancing Convolutional Neural Networks for Face Recognition with Occlusion Maps and Batch Triplet Loss
(2018-11-01)
Despite the recent success of convolutional neural networks for computer vision applications, unconstrained face recognition remains a challenge. In this work, we make two contributions to the field. Firstly, we consider ...