Publication
Recognition of Facial Expressions by Cortical Multi-scale Line and Edge Coding
| dc.contributor.author | De Sousa, R. J. R. | |
| dc.contributor.author | Rodrigues, J. M. F. | |
| dc.contributor.author | du Buf, J. M. H. | |
| dc.date.accessioned | 2015-11-04T12:04:37Z | |
| dc.date.available | 2015-11-04T12:04:37Z | |
| dc.date.issued | 2013-05-28 | |
| dc.description.abstract | Face-to-face communications between humans involve emotions, which often are unconsciously conveyed by facial expressions and body gestures. Intelligent human-machine interfaces, for example in cognitive robotics, need to recognize emotions. This paper addresses facial expressions and their neural correlates on the basis of a model of the visual cortex: the multi-scale line and edge coding. The recognition model links the cortical representation with Paul Ekman's Action Units which are related to the different facial muscles. The model applies a top-down categorization with trends and magnitudes of displacements of the mouth and eyebrows based on expected displacements relative to a neutral expression. The happy vs. not-happy categorization yielded a. correct recognition rate of 91%, whereas final recognition of the six expressions happy, anger, disgust, fear, sadness and surprise resulted in a. rate of 78%. | |
| dc.identifier.doi | https://dx.doi.org/10.1007/978-3-642-13772-3_42 | |
| dc.identifier.isbn | 978-3-642-13771-6 | |
| dc.identifier.issn | 0302-9743 | |
| dc.identifier.other | AUT: JRO00913; DUB00865; | |
| dc.identifier.uri | http://hdl.handle.net/10400.1/6979 | |
| dc.language.iso | eng | |
| dc.peerreviewed | yes | |
| dc.publisher | Springer verlag | |
| dc.relation.isbasedon | P-003-B7N | |
| dc.relation.ispartof | Lecture Notes in Computer Science | |
| dc.title | Recognition of Facial Expressions by Cortical Multi-scale Line and Edge Coding | |
| dc.type | conference object | |
| dspace.entity.type | Publication | |
| oaire.citation.conferencePlace | Povoa de Varzim, Portugal | |
| oaire.citation.endPage | 424 | |
| oaire.citation.startPage | 415 | |
| oaire.citation.title | 7th International Conference on Image Analysis and Recognition | |
| oaire.citation.volume | 6111 | |
| person.familyName | Rodrigues | |
| person.familyName | du Buf | |
| person.givenName | Joao | |
| person.givenName | Hans | |
| person.identifier.ciencia-id | 8A19-98F7-9914 | |
| person.identifier.orcid | 0000-0002-3562-6025 | |
| person.identifier.orcid | 0000-0002-4345-1237 | |
| person.identifier.rid | M-5125-2013 | |
| person.identifier.scopus-author-id | 55807461600 | |
| person.identifier.scopus-author-id | 6604075916 | |
| rcaap.rights | openAccess | |
| rcaap.type | conferenceObject | |
| relation.isAuthorOfPublication | 683ba85b-459c-4789-a4ff-a4e2a904b295 | |
| relation.isAuthorOfPublication | cfad5636-2c77-4db0-a3a0-d7eb97ce6bee | |
| relation.isAuthorOfPublication.latestForDiscovery | 683ba85b-459c-4789-a4ff-a4e2a904b295 |
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