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Memorias de investigación
Ponencias en congresos:
A comparative study of palmprint feature extraction methods for contact-less biometrics under different environmental conditions
Año:2017
Áreas de investigación
  • Ingenierías
Datos
Descripción
Interest on palmprint biometrics has experimented a strong growth in the last decades due to its useful characteristics as uniqueness, permanence, reliability, user-friendliness, acceptability, non-intrusiveness, and low cost of the acquisition devices, which make it attractive for civil and commercial applications. Accordingly, a wide research has been developed in this field. Nevertheless, there is a lack of evaluation of the results under a common framework which permits to obtain a fair comparison between different methods. In this work an evaluation methodology based on the definitions suggested by the ISO/IDE 19795 norm is provided and applied to evaluate different palmprint feature extraction methods and matching approaches in terms of accuracy and computation time, offering a basis against which to compare future research. Given the growing trend towards touch-less biometrics promoted by the increase in the use of mobile devices, the evaluation has been carried out using two different contact-less hand databases. First database was recorded under totally controlled environmental conditions and providing the user some feedback about the recorded images during the acquisition process, while second database introduces lighting variations as well as no-pose restrictions during the capture.
Internacional
Si
Nombre congreso
51st International Carnahan Conference on Security Technology
Tipo de participación
960
Lugar del congreso
Madrid, españa
Revisores
Si
ISBN o ISSN
2153-0742
DOI
10.1109/CCST.2017.8167806
Fecha inicio congreso
23/10/2017
Fecha fin congreso
26/10/2017
Desde la página
1
Hasta la página
6
Título de las actas
INSPEC Accession Number: 17416242
Esta actividad pertenece a memorias de investigación
Participantes
  • Autor: Belen Rios Sanchez (UPM)
  • Autor: Miguel Viana Matesanz (UPM)
  • Autor: Maria del Carmen Sanchez Avila (UPM)
Grupos de investigación, Departamentos, Centros e Institutos de I+D+i relacionados
  • Creador: Centro o Instituto I+D+i: Centro de Domótica Integral, CEDINT
  • Departamento: Matemática Aplicada a Las Tecnologías de la Información y Las Comunicaciones
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