Recognizing infants and toddlers over an on-production fingerprint database
Resumen:
It is widely known that biometric systems based on adults fingerprints have reached an outstanding performance when compared against other biometric traits. This explains their extensive use by governmental agencies in charge of citizen identification. Nevertheless, the performance is highly degraded when fingerprints of newborns or toddlers are used. In this work, we analyze the performance of existing solutions (both at sensor and matching level) using 45000 infants fingerprints taken from an on-production civilian database. We also propose a solution by zooming the input fingerprints with an interpolation factor based on ridges distances. The developed solution shows improvements in both fingerprint quality (NFIQ 2.0) as well as recognition performance
| 2017 | |
|
Fingerprint Biometric Recognition Newborns Infants Toddlers interpolation Procesamiento de Señales |
|
| Inglés | |
| Universidad de la República | |
| COLIBRI | |
| https://hdl.handle.net/20.500.12008/43494 | |
| Acceso abierto | |
| Licencia Creative Commons Atribución - No Comercial - Sin Derivadas (CC - By-NC-ND 4.0) |
| _version_ | 1807522941866344448 |
|---|---|
| author | Camacho, Vanina |
| author2 | Garella, Guillermo Franzoni, Francesco Di Martino, Luis Carbajal, Guillermo Preciozzi, Javier Fernández, Alicia |
| author2_role | author author author author author author |
| author_facet | Camacho, Vanina Garella, Guillermo Franzoni, Francesco Di Martino, Luis Carbajal, Guillermo Preciozzi, Javier Fernández, Alicia |
| author_role | author |
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| collection | COLIBRI |
| dc.creator.none.fl_str_mv | Camacho, Vanina Garella, Guillermo Franzoni, Francesco Di Martino, Luis Carbajal, Guillermo Preciozzi, Javier Fernández, Alicia |
| dc.date.accessioned.none.fl_str_mv | 2024-04-16T16:21:01Z |
| dc.date.available.none.fl_str_mv | 2024-04-16T16:21:01Z |
| dc.date.issued.es.fl_str_mv | 2017 |
| dc.date.submitted.es.fl_str_mv | 20240416 |
| dc.description.abstract.none.fl_txt_mv | It is widely known that biometric systems based on adults fingerprints have reached an outstanding performance when compared against other biometric traits. This explains their extensive use by governmental agencies in charge of citizen identification. Nevertheless, the performance is highly degraded when fingerprints of newborns or toddlers are used. In this work, we analyze the performance of existing solutions (both at sensor and matching level) using 45000 infants fingerprints taken from an on-production civilian database. We also propose a solution by zooming the input fingerprints with an interpolation factor based on ridges distances. The developed solution shows improvements in both fingerprint quality (NFIQ 2.0) as well as recognition performance |
| dc.description.es.fl_txt_mv | Trabajo presentado al International Conference of the Biometrics Special Interest Group (BIOSIG), Darmstadt, Germany, 20-22 set. 2017 |
| dc.identifier.citation.es.fl_str_mv | Camacho, V, Garella, G, Franzoni, F, Di Martino, L, Carbajal, G, Preciozzi, J, Fernández, A. "Recognizing infants and toddlers over an on-production fingerprint database" Publicado en: Proceedings of the International Conference of the Biometrics Special Interest Group (BIOSIG), Darmstadt, Germany, 2017, pp. 1-5, doi: 10.23919/BIOSIG.2017.8053518. |
| dc.identifier.uri.none.fl_str_mv | https://hdl.handle.net/20.500.12008/43494 |
| 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 | Fingerprint Biometric Recognition Newborns Infants Toddlers interpolation |
| dc.subject.other.es.fl_str_mv | Procesamiento de Señales |
| dc.title.none.fl_str_mv | Recognizing infants and toddlers over an on-production fingerprint 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 al International Conference of the Biometrics Special Interest Group (BIOSIG), Darmstadt, Germany, 20-22 set. 2017 |
| eu_rights_str_mv | openAccess |
| format | conferenceObject |
| id | COLIBRI_e5b2c1fa6c3c887b88564bc63c8f6bd4 |
| identifier_str_mv | Camacho, V, Garella, G, Franzoni, F, Di Martino, L, Carbajal, G, Preciozzi, J, Fernández, A. "Recognizing infants and toddlers over an on-production fingerprint database" Publicado en: Proceedings of the International Conference of the Biometrics Special Interest Group (BIOSIG), Darmstadt, Germany, 2017, pp. 1-5, doi: 10.23919/BIOSIG.2017.8053518. |
| 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:20.500.12008/43494 |
| publishDate | 2017 |
| 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 | 2024-04-16T16:21:01Z2024-04-16T16:21:01Z201720240416Camacho, V, Garella, G, Franzoni, F, Di Martino, L, Carbajal, G, Preciozzi, J, Fernández, A. "Recognizing infants and toddlers over an on-production fingerprint database" Publicado en: Proceedings of the International Conference of the Biometrics Special Interest Group (BIOSIG), Darmstadt, Germany, 2017, pp. 1-5, doi: 10.23919/BIOSIG.2017.8053518.https://hdl.handle.net/20.500.12008/43494Trabajo presentado al International Conference of the Biometrics Special Interest Group (BIOSIG), Darmstadt, Germany, 20-22 set. 2017It is widely known that biometric systems based on adults fingerprints have reached an outstanding performance when compared against other biometric traits. This explains their extensive use by governmental agencies in charge of citizen identification. Nevertheless, the performance is highly degraded when fingerprints of newborns or toddlers are used. In this work, we analyze the performance of existing solutions (both at sensor and matching level) using 45000 infants fingerprints taken from an on-production civilian database. We also propose a solution by zooming the input fingerprints with an interpolation factor based on ridges distances. The developed solution shows improvements in both fingerprint quality (NFIQ 2.0) as well as recognition performanceMade available in DSpace on 2024-04-16T16:21:01Z (GMT). No. of bitstreams: 5 CGFDCPF17.pdf: 166399 bytes, checksum: bb0a26792f3bebd4e7a37a12881ddc0a (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: 2017enengLas 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)FingerprintBiometricRecognitionNewbornsInfantsToddlersinterpolationProcesamiento de SeñalesRecognizing infants and toddlers over an on-production fingerprint databasePonenciainfo:eu-repo/semantics/conferenceObjectinfo:eu-repo/semantics/publishedVersionreponame:COLIBRIinstname:Universidad de la Repúblicainstacron:Universidad de la RepúblicaCamacho, VaninaGarella, GuillermoFranzoni, FrancescoDi Martino, LuisCarbajal, GuillermoPreciozzi, JavierFernández, AliciaProcesamiento de SeñalesTratamiento de 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- Universidad de la Repúblicafalse |
| spellingShingle | Recognizing infants and toddlers over an on-production fingerprint database Camacho, Vanina Fingerprint Biometric Recognition Newborns Infants Toddlers interpolation Procesamiento de Señales |
| status_str | publishedVersion |
| title | Recognizing infants and toddlers over an on-production fingerprint database |
| title_full | Recognizing infants and toddlers over an on-production fingerprint database |
| title_fullStr | Recognizing infants and toddlers over an on-production fingerprint database |
| title_full_unstemmed | Recognizing infants and toddlers over an on-production fingerprint database |
| title_short | Recognizing infants and toddlers over an on-production fingerprint database |
| title_sort | Recognizing infants and toddlers over an on-production fingerprint database |
| topic | Fingerprint Biometric Recognition Newborns Infants Toddlers interpolation Procesamiento de Señales |
| url | https://hdl.handle.net/20.500.12008/43494 |
