Majority-Based Adaptive Block Sizing and Neighboring Correction for On-Display Fingerprint Orientation Field Enhancement

Huei Ming Wu; Pei Yung Hsiao

doi:10.1109/CISP-BMEI48845.2019.8965771

Majority-Based Adaptive Block Sizing and Neighboring Correction for On-Display Fingerprint Orientation Field Enhancement

Huei Ming Wu, Pei Yung Hsiao

National University of Kaohsiung

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

Abstract

Fingerprint verification is an important biometric security technology in recent years. Getting better fingerprint image quality by image processing will strengthen the security of fingerprint identification. This paper proposes an enhancement algorithm to improve the accuracy of On-Display Fingerprint (ODF) orientation field by using Majority-Based Adaptive Block Sizing (MBABS) and neighboring correction. The experimental results show that gaining an accurate ODF orientation field by our method guarantees the enhancement of image quality and extracting better features.

Original language	English
Title of host publication	Proceedings - 2019 12th International Congress on Image and Signal Processing, BioMedical Engineering and Informatics, CISP-BMEI 2019
Editors	Qingli Li, Lipo Wang
Publisher	Institute of Electrical and Electronics Engineers Inc.
ISBN (Electronic)	9781728148526
DOIs	https://doi.org/10.1109/CISP-BMEI48845.2019.8965771
State	Published - 10 2019
Externally published	Yes
Event	12th International Congress on Image and Signal Processing, BioMedical Engineering and Informatics, CISP-BMEI 2019 - Huaqiao, China Duration: 19 10 2019 → 21 10 2019

Publication series

Name	Proceedings - 2019 12th International Congress on Image and Signal Processing, BioMedical Engineering and Informatics, CISP-BMEI 2019

Conference

Conference	12th International Congress on Image and Signal Processing, BioMedical Engineering and Informatics, CISP-BMEI 2019
Country/Territory	China
City	Huaqiao
Period	19/10/19 → 21/10/19

Bibliographical note

Publisher Copyright:
© 2019 IEEE.

Keywords

Fingerprint Recognition
Image enhancement
On-Display Fingerprint
Orientation Field

Access to Document

10.1109/CISP-BMEI48845.2019.8965771

Cite this

Wu, H. M., & Hsiao, P. Y. (2019). Majority-Based Adaptive Block Sizing and Neighboring Correction for On-Display Fingerprint Orientation Field Enhancement. In Q. Li, & L. Wang (Eds.), Proceedings - 2019 12th International Congress on Image and Signal Processing, BioMedical Engineering and Informatics, CISP-BMEI 2019 Article 8965771 (Proceedings - 2019 12th International Congress on Image and Signal Processing, BioMedical Engineering and Informatics, CISP-BMEI 2019). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/CISP-BMEI48845.2019.8965771

Wu, Huei Ming ; Hsiao, Pei Yung. / Majority-Based Adaptive Block Sizing and Neighboring Correction for On-Display Fingerprint Orientation Field Enhancement. Proceedings - 2019 12th International Congress on Image and Signal Processing, BioMedical Engineering and Informatics, CISP-BMEI 2019. editor / Qingli Li ; Lipo Wang. Institute of Electrical and Electronics Engineers Inc., 2019. (Proceedings - 2019 12th International Congress on Image and Signal Processing, BioMedical Engineering and Informatics, CISP-BMEI 2019).

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title = "Majority-Based Adaptive Block Sizing and Neighboring Correction for On-Display Fingerprint Orientation Field Enhancement",

abstract = "Fingerprint verification is an important biometric security technology in recent years. Getting better fingerprint image quality by image processing will strengthen the security of fingerprint identification. This paper proposes an enhancement algorithm to improve the accuracy of On-Display Fingerprint (ODF) orientation field by using Majority-Based Adaptive Block Sizing (MBABS) and neighboring correction. The experimental results show that gaining an accurate ODF orientation field by our method guarantees the enhancement of image quality and extracting better features.",

keywords = "Fingerprint Recognition, Image enhancement, On-Display Fingerprint, Orientation Field",

author = "Wu, {Huei Ming} and Hsiao, {Pei Yung}",

note = "Publisher Copyright: {\textcopyright} 2019 IEEE.; 12th International Congress on Image and Signal Processing, BioMedical Engineering and Informatics, CISP-BMEI 2019 ; Conference date: 19-10-2019 Through 21-10-2019",

year = "2019",

month = oct,

doi = "10.1109/CISP-BMEI48845.2019.8965771",

language = "英语",

series = "Proceedings - 2019 12th International Congress on Image and Signal Processing, BioMedical Engineering and Informatics, CISP-BMEI 2019",

publisher = "Institute of Electrical and Electronics Engineers Inc.",

editor = "Qingli Li and Lipo Wang",

booktitle = "Proceedings - 2019 12th International Congress on Image and Signal Processing, BioMedical Engineering and Informatics, CISP-BMEI 2019",

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}

Wu, HM & Hsiao, PY 2019, Majority-Based Adaptive Block Sizing and Neighboring Correction for On-Display Fingerprint Orientation Field Enhancement. in Q Li & L Wang (eds), Proceedings - 2019 12th International Congress on Image and Signal Processing, BioMedical Engineering and Informatics, CISP-BMEI 2019., 8965771, Proceedings - 2019 12th International Congress on Image and Signal Processing, BioMedical Engineering and Informatics, CISP-BMEI 2019, Institute of Electrical and Electronics Engineers Inc., 12th International Congress on Image and Signal Processing, BioMedical Engineering and Informatics, CISP-BMEI 2019, Huaqiao, China, 19/10/19. https://doi.org/10.1109/CISP-BMEI48845.2019.8965771

Majority-Based Adaptive Block Sizing and Neighboring Correction for On-Display Fingerprint Orientation Field Enhancement. / Wu, Huei Ming; Hsiao, Pei Yung.
Proceedings - 2019 12th International Congress on Image and Signal Processing, BioMedical Engineering and Informatics, CISP-BMEI 2019. ed. / Qingli Li; Lipo Wang. Institute of Electrical and Electronics Engineers Inc., 2019. 8965771 (Proceedings - 2019 12th International Congress on Image and Signal Processing, BioMedical Engineering and Informatics, CISP-BMEI 2019).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

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N2 - Fingerprint verification is an important biometric security technology in recent years. Getting better fingerprint image quality by image processing will strengthen the security of fingerprint identification. This paper proposes an enhancement algorithm to improve the accuracy of On-Display Fingerprint (ODF) orientation field by using Majority-Based Adaptive Block Sizing (MBABS) and neighboring correction. The experimental results show that gaining an accurate ODF orientation field by our method guarantees the enhancement of image quality and extracting better features.

AB - Fingerprint verification is an important biometric security technology in recent years. Getting better fingerprint image quality by image processing will strengthen the security of fingerprint identification. This paper proposes an enhancement algorithm to improve the accuracy of On-Display Fingerprint (ODF) orientation field by using Majority-Based Adaptive Block Sizing (MBABS) and neighboring correction. The experimental results show that gaining an accurate ODF orientation field by our method guarantees the enhancement of image quality and extracting better features.

KW - Fingerprint Recognition

KW - Image enhancement

KW - On-Display Fingerprint

KW - Orientation Field

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A2 - Li, Qingli

A2 - Wang, Lipo

PB - Institute of Electrical and Electronics Engineers Inc.

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Y2 - 19 October 2019 through 21 October 2019

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Wu HM, Hsiao PY. Majority-Based Adaptive Block Sizing and Neighboring Correction for On-Display Fingerprint Orientation Field Enhancement. In Li Q, Wang L, editors, Proceedings - 2019 12th International Congress on Image and Signal Processing, BioMedical Engineering and Informatics, CISP-BMEI 2019. Institute of Electrical and Electronics Engineers Inc. 2019. 8965771. (Proceedings - 2019 12th International Congress on Image and Signal Processing, BioMedical Engineering and Informatics, CISP-BMEI 2019). doi: 10.1109/CISP-BMEI48845.2019.8965771

Majority-Based Adaptive Block Sizing and Neighboring Correction for On-Display Fingerprint Orientation Field Enhancement

Abstract

Publication series

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Bibliographical note

Keywords

Access to Document

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Cite this