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Biometric interface for authentication using eye movements from EOG
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Type: Master thesis
Students: Marcel Breu
Advisor: Andreas Bulling, Florian Alt
Project: Eye Movements and Visual Perception
A biometric system based on eye movements from EOG signals was implemented during this thesis. Such a system could be used for ATMs instead of the traditional PIN.
Three different visual stimuli and different feature selection, feature extraction and classification methods were compared in Matlab.
A demonstrator system was implemented in C++ that allows authentication. It was tested in a user study with 10 participants.
Eye-based authentication system
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