Integrating Gaze Tracking and Head-Motion Prediction for Mobile Device Authentication: A Proof of Concept

We introduce a two-stream model to use reflexive eye movements for smart mobile device authentication. Our model is based on two pre-trained neural networks, iTracker and PredNet, targeting two independent tasks: (i) gaze tracking and (ii) future frame prediction. We design a procedure to randomly g...

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Huvudupphovsmän: Zhuo Ma, Xinglong Wang, Ruijie Ma, Zhuzhu Wang, Jianfeng Ma
Materialtyp: Artigo
Språk:Inglês
Publicerad: MDPI AG 2018-08-01
Serie:Sensors
Ämnen:
smart mobile devices
gaze tracking
head motions
authentication
neural networks
Länkar:http://www.mdpi.com/1424-8220/18/9/2894
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