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Synchronous Fingerprint Acquisition System Based on Total Internal Reflection and Optical Coherence Tomography
The research of external fingerprint collected by total internal reflection (TIR) has been carried out for decades and the research of internal fingerprint collected by optical coherence tomography (OCT) has just begun. The internal fingerprint can be hardly affected by the finger surface status, du...
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Published in: | IEEE transactions on instrumentation and measurement 2020-10, Vol.69 (10), p.8452-8465 |
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description | The research of external fingerprint collected by total internal reflection (TIR) has been carried out for decades and the research of internal fingerprint collected by optical coherence tomography (OCT) has just begun. The internal fingerprint can be hardly affected by the finger surface status, due to its strong antiinterference and antispoofing ability, which can serve as a powerful supplement to external fingerprint. However, matching fingerprints acquired in different ways can lead to a drop in fingerprint recognition accuracy due to the differences in fingerprint quality, distortions, and detection areas. Whether the internal fingerprint can be used to replace the external fingerprint for direct identification has been hampered by lacking comparison tools to study potential correlation with each other. To study the connection between internal and external fingerprints, a synchronous acquisition system that achieves the same fingerprint area measurement at the same time is necessary. The integration of different optical paths of TIR and OCT as well as the consequent distortion correction of two totally different imaging ways are two challenging problems. This article presents a fingerprint acquisition system that synchronously acquires the external fingerprint and internal fingerprint with TIR and OCT, respectively. By using a self-designed trapezoidal prism, optical paths of TIR and OCT were integrated. Furthermore, a distortion correction method based on a grid calibration plate is used to remove distortions caused by two imaging methods. The fingerprint quality statistics are illustrated in 264 sets of fingerprint data sets. Identification results show synchronous acquisition and distortion correction of the proposed system are efficient. |
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The internal fingerprint can be hardly affected by the finger surface status, due to its strong antiinterference and antispoofing ability, which can serve as a powerful supplement to external fingerprint. However, matching fingerprints acquired in different ways can lead to a drop in fingerprint recognition accuracy due to the differences in fingerprint quality, distortions, and detection areas. Whether the internal fingerprint can be used to replace the external fingerprint for direct identification has been hampered by lacking comparison tools to study potential correlation with each other. To study the connection between internal and external fingerprints, a synchronous acquisition system that achieves the same fingerprint area measurement at the same time is necessary. The integration of different optical paths of TIR and OCT as well as the consequent distortion correction of two totally different imaging ways are two challenging problems. This article presents a fingerprint acquisition system that synchronously acquires the external fingerprint and internal fingerprint with TIR and OCT, respectively. By using a self-designed trapezoidal prism, optical paths of TIR and OCT were integrated. Furthermore, a distortion correction method based on a grid calibration plate is used to remove distortions caused by two imaging methods. The fingerprint quality statistics are illustrated in 264 sets of fingerprint data sets. Identification results show synchronous acquisition and distortion correction of the proposed system are efficient.</description><identifier>ISSN: 0018-9456</identifier><identifier>EISSN: 1557-9662</identifier><identifier>DOI: 10.1109/TIM.2020.2988988</identifier><identifier>CODEN: IEIMAO</identifier><language>eng</language><publisher>New York: IEEE</publisher><subject>Adaptive optics ; Antispoofing ; Biometric recognition systems ; biometrics ; Correlation analysis ; Distortion ; fingerprint identification ; Fingerprint recognition ; Fingerprint verification ; Fingerprinting ; Fingers ; Optical Coherence Tomography ; optical coherence tomography (OCT) ; Optical distortion ; Optical imaging ; Optical paths ; Reflection ; Statistical methods ; total internal reflection (TIR)</subject><ispartof>IEEE transactions on instrumentation and measurement, 2020-10, Vol.69 (10), p.8452-8465</ispartof><rights>Copyright The Institute of Electrical and Electronics Engineers, Inc. (IEEE) 2020</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c291t-4283332a60d4f7039c3fecd55723765032fd8db6ecce031051c19a619803fe963</citedby><cites>FETCH-LOGICAL-c291t-4283332a60d4f7039c3fecd55723765032fd8db6ecce031051c19a619803fe963</cites><orcidid>0000-0002-2378-2725 ; 0000-0002-9964-8901 ; 0000-0002-1510-5097 ; 0000-0001-6122-0574 ; 0000-0002-6985-8596 ; 0000-0002-8201-0864 ; 0000-0003-2077-9608</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://ieeexplore.ieee.org/document/9076651$$EHTML$$P50$$Gieee$$H</linktohtml><link.rule.ids>314,780,784,27924,27925,54796</link.rule.ids></links><search><creatorcontrib>Sun, Haohao</creatorcontrib><creatorcontrib>Zhang, Yilong</creatorcontrib><creatorcontrib>Chen, Peng</creatorcontrib><creatorcontrib>Wang, Haixia</creatorcontrib><creatorcontrib>Guo, Zhenhua</creatorcontrib><creatorcontrib>He, Yong-Hong</creatorcontrib><creatorcontrib>Liang, Ronghua</creatorcontrib><title>Synchronous Fingerprint Acquisition System Based on Total Internal Reflection and Optical Coherence Tomography</title><title>IEEE transactions on instrumentation and measurement</title><addtitle>TIM</addtitle><description>The research of external fingerprint collected by total internal reflection (TIR) has been carried out for decades and the research of internal fingerprint collected by optical coherence tomography (OCT) has just begun. The internal fingerprint can be hardly affected by the finger surface status, due to its strong antiinterference and antispoofing ability, which can serve as a powerful supplement to external fingerprint. However, matching fingerprints acquired in different ways can lead to a drop in fingerprint recognition accuracy due to the differences in fingerprint quality, distortions, and detection areas. Whether the internal fingerprint can be used to replace the external fingerprint for direct identification has been hampered by lacking comparison tools to study potential correlation with each other. To study the connection between internal and external fingerprints, a synchronous acquisition system that achieves the same fingerprint area measurement at the same time is necessary. The integration of different optical paths of TIR and OCT as well as the consequent distortion correction of two totally different imaging ways are two challenging problems. This article presents a fingerprint acquisition system that synchronously acquires the external fingerprint and internal fingerprint with TIR and OCT, respectively. By using a self-designed trapezoidal prism, optical paths of TIR and OCT were integrated. Furthermore, a distortion correction method based on a grid calibration plate is used to remove distortions caused by two imaging methods. The fingerprint quality statistics are illustrated in 264 sets of fingerprint data sets. Identification results show synchronous acquisition and distortion correction of the proposed system are efficient.</description><subject>Adaptive optics</subject><subject>Antispoofing</subject><subject>Biometric recognition systems</subject><subject>biometrics</subject><subject>Correlation analysis</subject><subject>Distortion</subject><subject>fingerprint identification</subject><subject>Fingerprint recognition</subject><subject>Fingerprint verification</subject><subject>Fingerprinting</subject><subject>Fingers</subject><subject>Optical Coherence Tomography</subject><subject>optical coherence tomography (OCT)</subject><subject>Optical distortion</subject><subject>Optical imaging</subject><subject>Optical paths</subject><subject>Reflection</subject><subject>Statistical methods</subject><subject>total internal reflection (TIR)</subject><issn>0018-9456</issn><issn>1557-9662</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2020</creationdate><recordtype>article</recordtype><recordid>eNo9kNFLwzAQh4MoOKfvgi8FnzsvSZs2j3M4HUwGbj6XmF63ji3pkuyh_72ZG0LgkuO7I7-PkEcKI0pBvqxmnyMGDEZMlmU8V2RA87xIpRDsmgwAaJnKLBe35M77LQAUIisGxCx7ozfOGnv0ybQ1a3Sda01IxvpwbH0bWmuSZe8D7pNX5bFO4ntlg9olMxPQmXj5wmaH-o9Upk4WXWh1bE_sBh0ajZHf27VT3aa_JzeN2nl8uNQh-Z6-rSYf6XzxPpuM56lmkoY0YyXnnCkBddYUwKXmDeo65mG8EDlw1tRl_SNQawROIaeaSiWoLCGCUvAheT7v7Zw9HNGHamuPp8_6imVZJijljEYKzpR21nuHTRWz75XrKwrVyWoVrVYnq9XFahx5Oo-0iPiPy2hT5JT_Agqgc_4</recordid><startdate>20201001</startdate><enddate>20201001</enddate><creator>Sun, Haohao</creator><creator>Zhang, Yilong</creator><creator>Chen, Peng</creator><creator>Wang, Haixia</creator><creator>Guo, Zhenhua</creator><creator>He, Yong-Hong</creator><creator>Liang, Ronghua</creator><general>IEEE</general><general>The Institute of Electrical and Electronics Engineers, Inc. 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The internal fingerprint can be hardly affected by the finger surface status, due to its strong antiinterference and antispoofing ability, which can serve as a powerful supplement to external fingerprint. However, matching fingerprints acquired in different ways can lead to a drop in fingerprint recognition accuracy due to the differences in fingerprint quality, distortions, and detection areas. Whether the internal fingerprint can be used to replace the external fingerprint for direct identification has been hampered by lacking comparison tools to study potential correlation with each other. To study the connection between internal and external fingerprints, a synchronous acquisition system that achieves the same fingerprint area measurement at the same time is necessary. The integration of different optical paths of TIR and OCT as well as the consequent distortion correction of two totally different imaging ways are two challenging problems. This article presents a fingerprint acquisition system that synchronously acquires the external fingerprint and internal fingerprint with TIR and OCT, respectively. By using a self-designed trapezoidal prism, optical paths of TIR and OCT were integrated. Furthermore, a distortion correction method based on a grid calibration plate is used to remove distortions caused by two imaging methods. The fingerprint quality statistics are illustrated in 264 sets of fingerprint data sets. 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subjects | Adaptive optics Antispoofing Biometric recognition systems biometrics Correlation analysis Distortion fingerprint identification Fingerprint recognition Fingerprint verification Fingerprinting Fingers Optical Coherence Tomography optical coherence tomography (OCT) Optical distortion Optical imaging Optical paths Reflection Statistical methods total internal reflection (TIR) |
title | Synchronous Fingerprint Acquisition System Based on Total Internal Reflection and Optical Coherence Tomography |
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