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...
| Main Authors: | , , |
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| Format: | Article |
| Language: | English |
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IEEE
2021-01-01
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| Series: | IEEE Open Journal of the Computer Society |
| Subjects: | |
| Online Access: | https://ieeexplore.ieee.org/document/9573458/ |
| _version_ | 1818964133377212416 |
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| author | Xuefei Yin Yanming Zhu Jiankun Hu |
| author_facet | Xuefei Yin Yanming Zhu Jiankun Hu |
| author_sort | Xuefei Yin |
| collection | DOAJ |
| 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. |
| first_indexed | 2024-12-20T12:56:16Z |
| format | Article |
| id | doaj.art-4848a4d8af7a43428c52ab327ad8384d |
| institution | Directory Open Access Journal |
| issn | 2644-1268 |
| language | English |
| last_indexed | 2024-12-20T12:56:16Z |
| publishDate | 2021-01-01 |
| publisher | IEEE |
| record_format | Article |
| series | IEEE Open Journal of the Computer Society |
| spelling | doaj.art-4848a4d8af7a43428c52ab327ad8384d2022-12-21T19:40:03ZengIEEEIEEE Open Journal of the Computer Society2644-12682021-01-01237038110.1109/OJCS.2021.31195729573458A Survey on 2D and 3D Contactless Fingerprint Biometrics: A Taxonomy, Review, and Future DirectionsXuefei Yin0https://orcid.org/0000-0002-5784-7419Yanming Zhu1https://orcid.org/0000-0002-8238-8090Jiankun Hu2https://orcid.org/0000-0003-0230-1432School of Engineering and Information Technology, University of New South Wales, Canberra, ACT, AustraliaSchool of Computer Science and Engineering, University of New South Wales, Sydney, NSW, AustraliaSchool of Engineering and Information Technology, University of New South Wales, Canberra, ACT, AustraliaContactless 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.https://ieeexplore.ieee.org/document/9573458/Biometricscontactless fingerprint2D contactless fingerprint3D contactless fingerprint3D fingerprint reconstruction |
| spellingShingle | Xuefei Yin Yanming Zhu Jiankun Hu A Survey on 2D and 3D Contactless Fingerprint Biometrics: A Taxonomy, Review, and Future Directions IEEE Open Journal of the Computer Society Biometrics contactless fingerprint 2D contactless fingerprint 3D contactless fingerprint 3D fingerprint reconstruction |
| title | 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_short | 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 |
| topic | Biometrics contactless fingerprint 2D contactless fingerprint 3D contactless fingerprint 3D fingerprint reconstruction |
| url | https://ieeexplore.ieee.org/document/9573458/ |
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