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Combined Fully Contactless Finger and Hand Vein Capturing Device with a Corresponding Dataset
Vascular pattern based biometric recognition is gaining more and more attention, with a trend towards contactless acquisition. An important requirement for conducting research in vascular pattern recognition are available datasets. These datasets can be established using a suitable biometric capturi...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6891606/ https://www.ncbi.nlm.nih.gov/pubmed/31744197 http://dx.doi.org/10.3390/s19225014 |
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author | Kauba, Christof Prommegger, Bernhard Uhl, Andreas |
author_facet | Kauba, Christof Prommegger, Bernhard Uhl, Andreas |
author_sort | Kauba, Christof |
collection | PubMed |
description | Vascular pattern based biometric recognition is gaining more and more attention, with a trend towards contactless acquisition. An important requirement for conducting research in vascular pattern recognition are available datasets. These datasets can be established using a suitable biometric capturing device. A sophisticated capturing device design is important for good image quality and, furthermore, at a decent recognition rate. We propose a novel contactless capturing device design, including technical details of its individual parts. Our capturing device is suitable for finger and hand vein image acquisition and is able to acquire palmar finger vein images using light transmission as well as palmar hand vein images using reflected light. An experimental evaluation using several well-established vein recognition schemes on a dataset acquired with the proposed capturing device confirms its good image quality and competitive recognition performance. This challenging dataset, which is one of the first publicly available contactless finger and hand vein datasets, is published as well. |
format | Online Article Text |
id | pubmed-6891606 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-68916062019-12-12 Combined Fully Contactless Finger and Hand Vein Capturing Device with a Corresponding Dataset Kauba, Christof Prommegger, Bernhard Uhl, Andreas Sensors (Basel) Article Vascular pattern based biometric recognition is gaining more and more attention, with a trend towards contactless acquisition. An important requirement for conducting research in vascular pattern recognition are available datasets. These datasets can be established using a suitable biometric capturing device. A sophisticated capturing device design is important for good image quality and, furthermore, at a decent recognition rate. We propose a novel contactless capturing device design, including technical details of its individual parts. Our capturing device is suitable for finger and hand vein image acquisition and is able to acquire palmar finger vein images using light transmission as well as palmar hand vein images using reflected light. An experimental evaluation using several well-established vein recognition schemes on a dataset acquired with the proposed capturing device confirms its good image quality and competitive recognition performance. This challenging dataset, which is one of the first publicly available contactless finger and hand vein datasets, is published as well. MDPI 2019-11-17 /pmc/articles/PMC6891606/ /pubmed/31744197 http://dx.doi.org/10.3390/s19225014 Text en © 2019 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Kauba, Christof Prommegger, Bernhard Uhl, Andreas Combined Fully Contactless Finger and Hand Vein Capturing Device with a Corresponding Dataset |
title | Combined Fully Contactless Finger and Hand Vein Capturing Device with a Corresponding Dataset |
title_full | Combined Fully Contactless Finger and Hand Vein Capturing Device with a Corresponding Dataset |
title_fullStr | Combined Fully Contactless Finger and Hand Vein Capturing Device with a Corresponding Dataset |
title_full_unstemmed | Combined Fully Contactless Finger and Hand Vein Capturing Device with a Corresponding Dataset |
title_short | Combined Fully Contactless Finger and Hand Vein Capturing Device with a Corresponding Dataset |
title_sort | combined fully contactless finger and hand vein capturing device with a corresponding dataset |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6891606/ https://www.ncbi.nlm.nih.gov/pubmed/31744197 http://dx.doi.org/10.3390/s19225014 |
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