A Survey on 2D and 3D Contactless Fingerprint Biometrics: A Taxonomy, Review, and Future Directions

Contactless fingerprint biometrics has achieved rapid development in the past decades thanks to its inherent advantages, such as no physical contact between a finger and a sensor, no contamination by latent fingerprints, and more hygienic. These advantages have paved the way for new 2D or 3D contact...

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Autores principales:	Xuefei Yin, Yanming Zhu, Jiankun Hu
Formato:	article
Lenguaje:	EN
Publicado:	IEEE 2021
Materias:	Biometrics contactless fingerprint 2D contactless fingerprint 3D contactless fingerprint 3D fingerprint reconstruction Electronic computers. Computer science QA75.5-76.95 Information technology T58.5-58.64
Acceso en línea:	https://doaj.org/article/4848a4d8af7a43428c52ab327ad8384d
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id	oai:doaj.org-article:4848a4d8af7a43428c52ab327ad8384d
record_format	dspace
spelling	oai:doaj.org-article:4848a4d8af7a43428c52ab327ad8384d2021-11-18T00:11:32ZA Survey on 2D and 3D Contactless Fingerprint Biometrics: A Taxonomy, Review, and Future Directions2644-126810.1109/OJCS.2021.3119572https://doaj.org/article/4848a4d8af7a43428c52ab327ad8384d2021-01-01T00:00:00Zhttps://ieeexplore.ieee.org/document/9573458/https://doaj.org/toc/2644-1268Contactless fingerprint biometrics has achieved rapid development in the past decades thanks to its inherent advantages, such as no physical contact between a finger and a sensor, no contamination by latent fingerprints, and more hygienic. These advantages have paved the way for new 2D or 3D contactless fingerprint-based applications and have promoted a larger number of academic publications in recent years. Therefore, it is necessary and important to conduct a comprehensive survey on contactless fingerprint biometric technology, review the latest research findings on 2D and 3D contactless fingerprint recognition systems, and point out the future development direction of contactless fingerprint biometrics. In this work, a comprehensive survey is presented to review the 2D and 3D contactless fingerprint biometrics from four essential aspects: contactless fingerprint capture, fingerprint preprocessing, feature extraction, and template comparison. To serve as a good reference, we provide a well-structured taxonomy about contactless fingerprint biometrics. We also identify related research problems and future research directions.Xuefei YinYanming ZhuJiankun HuIEEEarticleBiometricscontactless fingerprint2D contactless fingerprint3D contactless fingerprint3D fingerprint reconstructionElectronic computers. Computer scienceQA75.5-76.95Information technologyT58.5-58.64ENIEEE Open Journal of the Computer Society, Vol 2, Pp 370-381 (2021)
institution	DOAJ
collection	DOAJ
language	EN
topic	Biometrics contactless fingerprint 2D contactless fingerprint 3D contactless fingerprint 3D fingerprint reconstruction Electronic computers. Computer science QA75.5-76.95 Information technology T58.5-58.64
spellingShingle	Biometrics contactless fingerprint 2D contactless fingerprint 3D contactless fingerprint 3D fingerprint reconstruction Electronic computers. Computer science QA75.5-76.95 Information technology T58.5-58.64 Xuefei Yin Yanming Zhu Jiankun Hu A Survey on 2D and 3D Contactless Fingerprint Biometrics: A Taxonomy, Review, and Future Directions
description	Contactless fingerprint biometrics has achieved rapid development in the past decades thanks to its inherent advantages, such as no physical contact between a finger and a sensor, no contamination by latent fingerprints, and more hygienic. These advantages have paved the way for new 2D or 3D contactless fingerprint-based applications and have promoted a larger number of academic publications in recent years. Therefore, it is necessary and important to conduct a comprehensive survey on contactless fingerprint biometric technology, review the latest research findings on 2D and 3D contactless fingerprint recognition systems, and point out the future development direction of contactless fingerprint biometrics. In this work, a comprehensive survey is presented to review the 2D and 3D contactless fingerprint biometrics from four essential aspects: contactless fingerprint capture, fingerprint preprocessing, feature extraction, and template comparison. To serve as a good reference, we provide a well-structured taxonomy about contactless fingerprint biometrics. We also identify related research problems and future research directions.
format	article
author	Xuefei Yin Yanming Zhu Jiankun Hu
author_facet	Xuefei Yin Yanming Zhu Jiankun Hu
author_sort	Xuefei Yin
title	A Survey on 2D and 3D Contactless Fingerprint Biometrics: A Taxonomy, Review, and Future Directions
title_short	A Survey on 2D and 3D Contactless Fingerprint Biometrics: A Taxonomy, Review, and Future Directions
title_full	A Survey on 2D and 3D Contactless Fingerprint Biometrics: A Taxonomy, Review, and Future Directions
title_fullStr	A Survey on 2D and 3D Contactless Fingerprint Biometrics: A Taxonomy, Review, and Future Directions
title_full_unstemmed	A Survey on 2D and 3D Contactless Fingerprint Biometrics: A Taxonomy, Review, and Future Directions
title_sort	survey on 2d and 3d contactless fingerprint biometrics: a taxonomy, review, and future directions
publisher	IEEE
publishDate	2021
url	https://doaj.org/article/4848a4d8af7a43428c52ab327ad8384d
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A Survey on 2D and 3D Contactless Fingerprint Biometrics: A Taxonomy, Review, and Future Directions

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