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

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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Bibliographic Details
Main Authors: Zhuo Ma, Xinglong Wang, Ruijie Ma, Zhuzhu Wang, Jianfeng Ma
Format: Article
Language:English
Published: MDPI AG 2018-08-01
Series:Sensors
Subjects:
smart mobile devices
gaze tracking
head motions
authentication
neural networks
Online Access:http://www.mdpi.com/1424-8220/18/9/2894

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