In-Ear EEG Biometrics for Feasible and Readily Collectable Real-World Person Authentication

• Published in: IEEE transactions on information forensics and security Vol. 13; no. 3; pp. 648 - 661
• Main Authors: Nakamura, Takashi, Goverdovsky, Valentin, Mandic, Danilo P.
• Format: Journal Article
• Language: English
• Published: New York IEEE 01.03.2018; The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
• Subjects: Authentication; Autoregressive models; Autoregressive processes; Biometrics; Discriminant analysis; Electroencephalography; Feasibility studies; Feature extraction; Iris recognition; Recording; Reproducibility; Robustness; Training; Viscoelasticity; Wearable sensors

The use of electroencephalogram (EEG) as a biometrics modality has been investigated for about a decade; however, its feasibility in real-world applications is not yet conclusively established, mainly due to the issues with collectability and reproducibility. To this end, we propose a readily deploy...