Evaluation of a face recognition system performances variation on a citizen passports database
Resumen:
Face recognition systems (FRS) have been widely studied and the performances reported are very high in the standard databases used for comparison. In this work we present a FRS that achieves state of the art results in these databases and show its performance's variation when tested in a field trial using a citizen identification database. To accomplish this, a set of experiments are proposed. These include increasing the size of the database, using subsets that include a time difference of one to ten years between the query samples and those enrolled in the system and finally using different subsets of the same database. Discussion on these experiments and conclusions are presented.
| 2014 | |
|
Database Face Feature extraction Aging Face recognition Lighting Histograms Procesamiento de Señales |
|
| Inglés | |
| Universidad de la República | |
| COLIBRI | |
| https://hdl.handle.net/20.500.12008/41811 | |
| Acceso abierto | |
| Licencia Creative Commons Atribución - No Comercial - Sin Derivadas (CC - By-NC-ND 4.0) |
| _version_ | 1807522939198767104 |
|---|---|
| author | Preciozzi, Javier |
| author2 | Lecumberry, Federico Fernández, Alicia Berchesi, Sebastián Di Martino, Luis Lema, Gabriel |
| author2_role | author author author author author |
| author_facet | Preciozzi, Javier Lecumberry, Federico Fernández, Alicia Berchesi, Sebastián Di Martino, Luis Lema, Gabriel |
| author_role | author |
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| collection | COLIBRI |
| dc.creator.none.fl_str_mv | Preciozzi, Javier Lecumberry, Federico Fernández, Alicia Berchesi, Sebastián Di Martino, Luis Lema, Gabriel |
| dc.date.accessioned.none.fl_str_mv | 2023-12-11T19:57:52Z |
| dc.date.available.none.fl_str_mv | 2023-12-11T19:57:52Z |
| dc.date.issued.es.fl_str_mv | 2014 |
| dc.date.submitted.es.fl_str_mv | 20231211 |
| dc.description.abstract.none.fl_txt_mv | Face recognition systems (FRS) have been widely studied and the performances reported are very high in the standard databases used for comparison. In this work we present a FRS that achieves state of the art results in these databases and show its performance's variation when tested in a field trial using a citizen identification database. To accomplish this, a set of experiments are proposed. These include increasing the size of the database, using subsets that include a time difference of one to ten years between the query samples and those enrolled in the system and finally using different subsets of the same database. Discussion on these experiments and conclusions are presented. |
| dc.description.es.fl_txt_mv | Trabajo presentado a 40th Latin American Computing Conference (CLEI), Montevideo, Uruguay, 2 15-19 set. 014,.pp. 1-6, doi: 10.1109/CLEI.2014.6965097. |
| dc.identifier.citation.es.fl_str_mv | Lema, G, Di Martino, L, Berchesi, S, Fernández, A, Lecumberry, F, Preciozzi, J. "Evaluation of a face recognition system performance's variation on a citizen passports database" Publicado en: Proceedings of the 40 th. Latin American Computing Conference (CLEI), Montevideo, Uruguay, 15-19 set. 2014, pp. 1-6, doi:10.1109/CLEI.2014.6965097. |
| dc.identifier.uri.none.fl_str_mv | https://hdl.handle.net/20.500.12008/41811 |
| 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 | Database Face Feature extraction Aging Face recognition Lighting Histograms |
| dc.subject.other.es.fl_str_mv | Procesamiento de Señales |
| dc.title.none.fl_str_mv | Evaluation of a face recognition system performances variation on a citizen passports database |
| dc.type.es.fl_str_mv | Ponencia |
| dc.type.none.fl_str_mv | info:eu-repo/semantics/conferenceObject |
| dc.type.version.none.fl_str_mv | info:eu-repo/semantics/publishedVersion |
| description | Trabajo presentado a 40th Latin American Computing Conference (CLEI), Montevideo, Uruguay, 2 15-19 set. 014,.pp. 1-6, doi: 10.1109/CLEI.2014.6965097. |
| eu_rights_str_mv | openAccess |
| format | conferenceObject |
| id | COLIBRI_de8f90eebfc01e6198d5c2dd3b9dbd2c |
| identifier_str_mv | Lema, G, Di Martino, L, Berchesi, S, Fernández, A, Lecumberry, F, Preciozzi, J. "Evaluation of a face recognition system performance's variation on a citizen passports database" Publicado en: Proceedings of the 40 th. Latin American Computing Conference (CLEI), Montevideo, Uruguay, 15-19 set. 2014, pp. 1-6, doi:10.1109/CLEI.2014.6965097. |
| 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:20.500.12008/41811 |
| publishDate | 2014 |
| 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 | 2023-12-11T19:57:52Z2023-12-11T19:57:52Z201420231211Lema, G, Di Martino, L, Berchesi, S, Fernández, A, Lecumberry, F, Preciozzi, J. "Evaluation of a face recognition system performance's variation on a citizen passports database" Publicado en: Proceedings of the 40 th. Latin American Computing Conference (CLEI), Montevideo, Uruguay, 15-19 set. 2014, pp. 1-6, doi:10.1109/CLEI.2014.6965097.https://hdl.handle.net/20.500.12008/41811Trabajo presentado a 40th Latin American Computing Conference (CLEI), Montevideo, Uruguay, 2 15-19 set. 014,.pp. 1-6, doi: 10.1109/CLEI.2014.6965097.Face recognition systems (FRS) have been widely studied and the performances reported are very high in the standard databases used for comparison. In this work we present a FRS that achieves state of the art results in these databases and show its performance's variation when tested in a field trial using a citizen identification database. To accomplish this, a set of experiments are proposed. These include increasing the size of the database, using subsets that include a time difference of one to ten years between the query samples and those enrolled in the system and finally using different subsets of the same database. Discussion on these experiments and conclusions are presented.Made available in DSpace on 2023-12-11T19:57:52Z (GMT). No. of bitstreams: 5 PLFBML.pdf: 1338700 bytes, checksum: 9a294faf26fd0386f438b4e4437f839a (MD5) license_text: 21936 bytes, checksum: 9833653f73f7853880c94a6fead477b1 (MD5) license_url: 49 bytes, checksum: 4afdbb8c545fd630ea7db775da747b2f (MD5) license_rdf: 23148 bytes, checksum: 9da0b6dfac957114c6a7714714b86306 (MD5) license.txt: 4244 bytes, checksum: 528b6a3c8c7d0c6e28129d576e989607 (MD5) Previous issue date: 2014enengLas 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)DatabaseFace Feature extractionAgingFace recognitionLightingHistogramsProcesamiento de SeñalesEvaluation of a face recognition system performances variation on a citizen passports databasePonenciainfo:eu-repo/semantics/conferenceObjectinfo:eu-repo/semantics/publishedVersionreponame:COLIBRIinstname:Universidad de la Repúblicainstacron:Universidad de la RepúblicaPreciozzi, JavierLecumberry, FedericoFernández, AliciaBerchesi, SebastiánDi Martino, LuisLema, GabrielProcesamiento de SeñalesTratamiento de 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- Universidad de la Repúblicafalse |
| spellingShingle | Evaluation of a face recognition system performances variation on a citizen passports database Preciozzi, Javier Database Face Feature extraction Aging Face recognition Lighting Histograms Procesamiento de Señales |
| status_str | publishedVersion |
| title | Evaluation of a face recognition system performances variation on a citizen passports database |
| title_full | Evaluation of a face recognition system performances variation on a citizen passports database |
| title_fullStr | Evaluation of a face recognition system performances variation on a citizen passports database |
| title_full_unstemmed | Evaluation of a face recognition system performances variation on a citizen passports database |
| title_short | Evaluation of a face recognition system performances variation on a citizen passports database |
| title_sort | Evaluation of a face recognition system performances variation on a citizen passports database |
| topic | Database Face Feature extraction Aging Face recognition Lighting Histograms Procesamiento de Señales |
| url | https://hdl.handle.net/20.500.12008/41811 |
