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Evaluation of accurate eye corner detection methods for gaze estimation
dc.creator | Bengoechea Irañeta, José Javier | es_ES |
dc.creator | Cerrolaza Martínez, Juan José | es_ES |
dc.creator | Villanueva Larre, Arantxa | es_ES |
dc.creator | Cabeza Laguna, Rafael | es_ES |
dc.date.accessioned | 2020-02-05T09:41:26Z | |
dc.date.available | 2020-02-05T09:41:26Z | |
dc.date.issued | 2014 | |
dc.identifier.issn | 1995-8692 | |
dc.identifier.uri | https://hdl.handle.net/2454/36194 | |
dc.description.abstract | Accurate detection of iris center and eye corners appears to be a promising approach for low cost gaze estimation. In this paper we propose novel eye inner corner detection methods. Appearance and feature based segmentation approaches are suggested. All these methods are exhaustively tested on a realistic dataset containing images of subjects gazing at different points on a screen. We have demonstrated that a method based on a neural network presents the best performance even in light changing scenarios. In addition to this method, algorithms based on AAM and Harris corner detector present better accuracies than recent high performance face points tracking methods such as Intraface. | en |
dc.format.extent | 8 p. | |
dc.format.mimetype | application/pdf | en |
dc.language.iso | eng | en |
dc.publisher | Bern Open Publishing | en |
dc.relation.ispartof | Journal of Eye Movement Research 7 (3):3, 1-8 | en |
dc.rights | This work is licensed under a Creative Commons Attribution 4.0 International License. | en |
dc.rights.uri | http://creativecommons.org/licenses/by/4.0/ | |
dc.subject | Eye tracking | en |
dc.subject | Low cost | en |
dc.subject | Eye inner corner | en |
dc.title | Evaluation of accurate eye corner detection methods for gaze estimation | en |
dc.type | info:eu-repo/semantics/article | en |
dc.type | Artículo / Artikulua | es |
dc.contributor.department | Ingeniería Eléctrica, Electrónica y de Comunicación | es_ES |
dc.contributor.department | Ingeniaritza Elektrikoa, Elektronikoa eta Telekomunikazio Ingeniaritza | eu |
dc.rights.accessRights | info:eu-repo/semantics/openAccess | en |
dc.rights.accessRights | Acceso abierto / Sarbide irekia | es |
dc.identifier.doi | 10.16910/jemr.7.3.3 | |
dc.relation.publisherversion | https://doi.org/10.16910/jemr.7.3.3 | |
dc.type.version | info:eu-repo/semantics/publishedVersion | en |
dc.type.version | Versión publicada / Argitaratu den bertsioa | es |