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Excuse Me, Do I Know You From Somewhere? Unaware Facial Recognition Using Brain-Computer Interfaces

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Title: Excuse Me, Do I Know You From Somewhere? Unaware Facial Recognition Using Brain-Computer Interfaces
Authors: Bellman, Christopher
Vargas Martin, Miguel
Liscano, Ramiro
Alomari, Ruba
MacDonald, Shane
Keywords: Brain-Computer Interface
Facial Recognition
Issue Date: 04 Jan 2017
Abstract: While a great deal of research has been done on \ the human brain’s reaction to seeing faces and \ reaction to recognition of these faces, the unaware \ recognition of faces is an area where further research \ can be conducted and contributed to. We performed a \ preliminary experiment where participants viewed \ images of faces of individuals while we recorded their \ EEG signals using a consumer-grade BCI headset. \ Pre-selection of the images used in each of the three \ phases in the experiment allowed us to tag each image \ based on what state of recognition we expect the image \ to take – No Recognition, a Possible Unaware \ Recognition, and a Possible Aware Recognition. We \ find, after filtering, artifact removal, and analysis of \ the participants’ EEG signals recorded from a \ consumer-grade BCI headset, obvious differences \ between the three classes of recognition (as defined \ above) and, more specifically, unaware recognitions, \ can be easily identified.
Pages/Duration: 9 pages
ISBN: 978-0-9981331-0-2
DOI: 10.24251/HICSS.2017.145
Rights: Attribution-NonCommercial-NoDerivatives 4.0 International
Appears in Collections:Deep Learning, Ubiquitous and Toy Computing Minitrack

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