Browsing by Author "Triguero, Isaac"
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A survey of fingerprint classification Part I: taxonomies on feature extraction methods and learning models
Galar Idoate, Mikel; Derrac, Joaquín; Peralta, Daniel; Triguero, Isaac; Paternain Dallo, Daniel
; López Molina, Carlos
; García, Salvador; Benítez, José Manuel; Pagola Barrio, Miguel
; Barrenechea Tartas, Edurne
; Bustince Sola, Humberto
; Herrera, Francisco (Elsevier, 2015) Artículo / Artikulua
This paper reviews the fingerprint classification literature looking at the problem from a double perspective. We first deal with feature extraction methods, including the different models considered for singular point ... -
A survey of fingerprint classification Part II: experimental analysis and ensemble proposal
Galar Idoate, Mikel; Derrac, Joaquín; Peralta, Daniel; Triguero, Isaac; Paternain Dallo, Daniel
; López Molina, Carlos
; García, Salvador; Benítez, José Manuel; Pagola Barrio, Miguel
; Barrenechea Tartas, Edurne
; Bustince Sola, Humberto
; Herrera, Francisco (Elsevier, 2015) Artículo / Artikulua
In the first part of this paper we reviewed the fingerprint classification literature from two different perspectives: the feature extraction and the classifier learning. Aiming at answering the question of which among the ... -
A survey on fingerprint minutiae-based local matching for verification and identification: taxonomy and experimental evaluation
Peralta, Daniel; Galar Idoate, Mikel; Triguero, Isaac; Paternain Dallo, Daniel
; García, Salvador; Barrenechea Tartas, Edurne
; Benítez, José Manuel; Bustince Sola, Humberto
; Herrera, Francisco (Elsevier, 2015) Artículo / Artikulua
Fingerprint recognition has found a reliable application for verification or identification of people in biometrics. Globally, fingerprints can be viewed as valuable traits due to several perceptions observed by the experts; ...