Excuse Me, Do I Know You From Somewhere? Unaware Facial Recognition Using Brain-Computer Interfaces
Excuse Me, Do I Know You From Somewhere? Unaware Facial Recognition Using Brain-Computer Interfaces
dc.contributor.author | Bellman, Christopher | |
dc.contributor.author | Vargas Martin, Miguel | |
dc.contributor.author | Liscano, Ramiro | |
dc.contributor.author | Alomari, Ruba | |
dc.contributor.author | MacDonald, Shane | |
dc.date.accessioned | 2016-12-29T00:31:57Z | |
dc.date.available | 2016-12-29T00:31:57Z | |
dc.date.issued | 2017-01-04 | |
dc.description.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. | |
dc.format.extent | 9 pages | |
dc.identifier.doi | 10.24251/HICSS.2017.145 | |
dc.identifier.isbn | 978-0-9981331-0-2 | |
dc.identifier.uri | http://hdl.handle.net/10125/41298 | |
dc.language.iso | eng | |
dc.relation.ispartof | Proceedings of the 50th Hawaii International Conference on System Sciences | |
dc.rights | Attribution-NonCommercial-NoDerivatives 4.0 International | |
dc.rights.uri | https://creativecommons.org/licenses/by-nc-nd/4.0/ | |
dc.subject | Brain-Computer Interface | |
dc.subject | EEG | |
dc.subject | Facial Recognition | |
dc.subject | Consumer-Grade | |
dc.title | Excuse Me, Do I Know You From Somewhere? Unaware Facial Recognition Using Brain-Computer Interfaces | |
dc.type | Conference Paper | |
dc.type.dcmi | Text |
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