Aguará : an Improved Face Recognition Algorithm through Gabor Filter Adaptation
Resumen:
We developed an EBGM-based algorithm that successfully implements face recognition under constrained conditions. A suitable adaptation of the Gabor filters was found through a power spectral analisys (PSD) of the face images. We outperformed the best-known implementations of the EBGM algorithm in the FERET database. The results are comparable with those of the state of the art.
| 2007 | |
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Face recognition Feature extraction Gabor filters Graph theory Image matching Spectral analysis |
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| Inglés | |
| Universidad de la República | |
| COLIBRI | |
| https://hdl.handle.net/20.500.12008/38757 | |
| Acceso abierto | |
| Licencia Creative Commons Atribución - No Comercial - Sin Derivadas (CC - By-NC-ND 4.0) |
| _version_ | 1807522935087300608 |
|---|---|
| author | Mateu, Matías |
| author2 | Delbracio, Mauricio Capdehourat, Germán Fernández, Alicia Lecumberry, Federico |
| author2_role | author author author author |
| author_facet | Mateu, Matías Delbracio, Mauricio Capdehourat, Germán Fernández, Alicia Lecumberry, Federico |
| author_role | author |
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| collection | COLIBRI |
| dc.creator.none.fl_str_mv | Mateu, Matías Delbracio, Mauricio Capdehourat, Germán Fernández, Alicia Lecumberry, Federico |
| dc.date.accessioned.none.fl_str_mv | 2023-08-01T20:33:38Z |
| dc.date.available.none.fl_str_mv | 2023-08-01T20:33:38Z |
| dc.date.issued.es.fl_str_mv | 2007 |
| dc.date.submitted.es.fl_str_mv | 20230801 |
| dc.description.abstract.none.fl_txt_mv | We developed an EBGM-based algorithm that successfully implements face recognition under constrained conditions. A suitable adaptation of the Gabor filters was found through a power spectral analisys (PSD) of the face images. We outperformed the best-known implementations of the EBGM algorithm in the FERET database. The results are comparable with those of the state of the art. |
| dc.description.es.fl_txt_mv | Trabajo presentado al IEEE Workshop on Automatic Identification Advanced Technologies, 2007 |
| dc.identifier.citation.es.fl_str_mv | Aguerrebere, C., Capdehourat, G., Delbracio, M., Mateu, M., Fernandez, A., Lecumberry, F. Aguará: An improved face recognition Algorithm through Gabor Filter Adaptation [Preprint] Publicado en Proceedings of the IEEE Workshop on Automatic Identification Advanced Technologies, Alghero, Italy, 2007. doi: 10.1109/AUTOID.2007.380596. |
| dc.identifier.uri.none.fl_str_mv | https://hdl.handle.net/20.500.12008/38757 |
| dc.language.iso.none.fl_str_mv | en eng |
| dc.rights.license.none.fl_str_mv | Licencia Creative Commons Atribución - No Comercial - Sin Derivadas (CC - By-NC-ND 4.0) |
| dc.rights.none.fl_str_mv | info:eu-repo/semantics/openAccess |
| dc.source.none.fl_str_mv | reponame:COLIBRI instname:Universidad de la República instacron:Universidad de la República |
| dc.subject.es.fl_str_mv | Face recognition Feature extraction Gabor filters Graph theory Image matching Spectral analysis |
| dc.title.none.fl_str_mv | Aguará : an Improved Face Recognition Algorithm through Gabor Filter Adaptation |
| dc.type.es.fl_str_mv | Preprint |
| dc.type.none.fl_str_mv | info:eu-repo/semantics/preprint |
| dc.type.version.none.fl_str_mv | info:eu-repo/semantics/submittedVersion |
| description | Trabajo presentado al IEEE Workshop on Automatic Identification Advanced Technologies, 2007 |
| eu_rights_str_mv | openAccess |
| format | preprint |
| id | COLIBRI_01fdf7bcfd91b73295afd7e0aebb7bea |
| identifier_str_mv | Aguerrebere, C., Capdehourat, G., Delbracio, M., Mateu, M., Fernandez, A., Lecumberry, F. Aguará: An improved face recognition Algorithm through Gabor Filter Adaptation [Preprint] Publicado en Proceedings of the IEEE Workshop on Automatic Identification Advanced Technologies, Alghero, Italy, 2007. doi: 10.1109/AUTOID.2007.380596. |
| instacron_str | Universidad de la República |
| institution | Universidad de la República |
| instname_str | Universidad de la República |
| language | eng |
| language_invalid_str_mv | en |
| network_acronym_str | COLIBRI |
| network_name_str | COLIBRI |
| oai_identifier_str | oai:colibri.udelar.edu.uy:20.500.12008/38757 |
| publishDate | 2007 |
| reponame_str | COLIBRI |
| repository.mail.fl_str_mv | mabel.seroubian@seciu.edu.uy |
| repository.name.fl_str_mv | COLIBRI - Universidad de la República |
| repository_id_str | 4771 |
| rights_invalid_str_mv | Licencia Creative Commons Atribución - No Comercial - Sin Derivadas (CC - By-NC-ND 4.0) |
| spelling | 2023-08-01T20:33:38Z2023-08-01T20:33:38Z200720230801Aguerrebere, C., Capdehourat, G., Delbracio, M., Mateu, M., Fernandez, A., Lecumberry, F. Aguará: An improved face recognition Algorithm through Gabor Filter Adaptation [Preprint] Publicado en Proceedings of the IEEE Workshop on Automatic Identification Advanced Technologies, Alghero, Italy, 2007. doi: 10.1109/AUTOID.2007.380596.https://hdl.handle.net/20.500.12008/38757Trabajo presentado al IEEE Workshop on Automatic Identification Advanced Technologies, 2007We developed an EBGM-based algorithm that successfully implements face recognition under constrained conditions. A suitable adaptation of the Gabor filters was found through a power spectral analisys (PSD) of the face images. We outperformed the best-known implementations of the EBGM algorithm in the FERET database. The results are comparable with those of the state of the art.Made available in DSpace on 2023-08-01T20:33:38Z (GMT). No. of bitstreams: 5 Acdmfl07.pdf: 228707 bytes, checksum: d2d0f6930d7362b222886f67969ad991 (MD5) license_text: 21936 bytes, checksum: 9833653f73f7853880c94a6fead477b1 (MD5) license_url: 49 bytes, checksum: 4afdbb8c545fd630ea7db775da747b2f (MD5) license_rdf: 23148 bytes, checksum: 9da0b6dfac957114c6a7714714b86306 (MD5) license.txt: 4194 bytes, checksum: 7f2e2c17ef6585de66da58d1bfa8b5e1 (MD5) Previous issue date: 2007enengLas obras depositadas en el Repositorio se rigen por la Ordenanza de los Derechos de la Propiedad Intelectual de la Universidad De La República. (Res. Nº 91 de C.D.C. de 8/III/1994 – D.O. 7/IV/1994) y por la Ordenanza del Repositorio Abierto de la Universidad de la República (Res. Nº 16 de C.D.C. de 07/10/2014)info:eu-repo/semantics/openAccessLicencia Creative Commons Atribución - No Comercial - Sin Derivadas (CC - By-NC-ND 4.0)Face recognitionFeature extractionGabor filtersGraph theoryImage matchingSpectral analysisAguará : an Improved Face Recognition Algorithm through Gabor Filter AdaptationPreprintinfo:eu-repo/semantics/preprintinfo:eu-repo/semantics/submittedVersionreponame:COLIBRIinstname:Universidad de la Repúblicainstacron:Universidad de la RepúblicaMateu, MatíasDelbracio, MauricioCapdehourat, GermánFernández, AliciaLecumberry, 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- Universidad de la Repúblicafalse |
| spellingShingle | Aguará : an Improved Face Recognition Algorithm through Gabor Filter Adaptation Mateu, Matías Face recognition Feature extraction Gabor filters Graph theory Image matching Spectral analysis |
| status_str | submittedVersion |
| title | Aguará : an Improved Face Recognition Algorithm through Gabor Filter Adaptation |
| title_full | Aguará : an Improved Face Recognition Algorithm through Gabor Filter Adaptation |
| title_fullStr | Aguará : an Improved Face Recognition Algorithm through Gabor Filter Adaptation |
| title_full_unstemmed | Aguará : an Improved Face Recognition Algorithm through Gabor Filter Adaptation |
| title_short | Aguará : an Improved Face Recognition Algorithm through Gabor Filter Adaptation |
| title_sort | Aguará : an Improved Face Recognition Algorithm through Gabor Filter Adaptation |
| topic | Face recognition Feature extraction Gabor filters Graph theory Image matching Spectral analysis |
| url | https://hdl.handle.net/20.500.12008/38757 |
