IEICE TRANSACTIONS on Fundamentals
A Fingerprint Matching Algorithm Using Phase-Only Correlation
Summary :
This paper presents an algorithm for fingerprint matching using the Phase-Only Correlation (POC) function. One of the most difficult problems in human identification by fingerprints has been that the matching performance is significantly influenced by fingertip surface condition, which may vary depending on environmental or personal causes. This paper proposes a new fingerprint matching algorithm using phase spectra of fingerprint images. The proposed algorithm is highly robust against fingerprint image degradation due to inadequate fingertip conditions. A set of experiments is carried out using fingerprint images captured by a pressure sensitive fingerprint sensor. The proposed algorithm exhibits efficient identification performance even for difficult fingerprint images that could not be identified by the conventional matching algorithms.
- Publication
- IEICE TRANSACTIONS on Fundamentals Vol.E87-A No.3 pp.682-691
- Publication Date
- 2004/03/01
- Publicized
- Online ISSN
- DOI
- Type of Manuscript
- Special Section PAPER (Special Section on Applications and Implementations of Digital Signal Processing)
- Category
- Digital Signal Processing for Pattern Recognition
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Koichi ITO, Hiroshi NAKAJIMA, Koji KOBAYASHI, Takafumi AOKI, Tatsuo HIGUCHI, "A Fingerprint Matching Algorithm Using Phase-Only Correlation" in IEICE TRANSACTIONS on Fundamentals,
vol. E87-A, no. 3, pp. 682-691, March 2004, doi: .
Abstract: This paper presents an algorithm for fingerprint matching using the Phase-Only Correlation (POC) function. One of the most difficult problems in human identification by fingerprints has been that the matching performance is significantly influenced by fingertip surface condition, which may vary depending on environmental or personal causes. This paper proposes a new fingerprint matching algorithm using phase spectra of fingerprint images. The proposed algorithm is highly robust against fingerprint image degradation due to inadequate fingertip conditions. A set of experiments is carried out using fingerprint images captured by a pressure sensitive fingerprint sensor. The proposed algorithm exhibits efficient identification performance even for difficult fingerprint images that could not be identified by the conventional matching algorithms.
URL: https://global.ieice.org/en_transactions/fundamentals/10.1587/e87-a_3_682/_p
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@ARTICLE{e87-a_3_682,
author={Koichi ITO, Hiroshi NAKAJIMA, Koji KOBAYASHI, Takafumi AOKI, Tatsuo HIGUCHI, },
journal={IEICE TRANSACTIONS on Fundamentals},
title={A Fingerprint Matching Algorithm Using Phase-Only Correlation},
year={2004},
volume={E87-A},
number={3},
pages={682-691},
abstract={This paper presents an algorithm for fingerprint matching using the Phase-Only Correlation (POC) function. One of the most difficult problems in human identification by fingerprints has been that the matching performance is significantly influenced by fingertip surface condition, which may vary depending on environmental or personal causes. This paper proposes a new fingerprint matching algorithm using phase spectra of fingerprint images. The proposed algorithm is highly robust against fingerprint image degradation due to inadequate fingertip conditions. A set of experiments is carried out using fingerprint images captured by a pressure sensitive fingerprint sensor. The proposed algorithm exhibits efficient identification performance even for difficult fingerprint images that could not be identified by the conventional matching algorithms.},
keywords={},
doi={},
ISSN={},
month={March},}
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TY - JOUR
TI - A Fingerprint Matching Algorithm Using Phase-Only Correlation
T2 - IEICE TRANSACTIONS on Fundamentals
SP - 682
EP - 691
AU - Koichi ITO
AU - Hiroshi NAKAJIMA
AU - Koji KOBAYASHI
AU - Takafumi AOKI
AU - Tatsuo HIGUCHI
PY - 2004
DO -
JO - IEICE TRANSACTIONS on Fundamentals
SN -
VL - E87-A
IS - 3
JA - IEICE TRANSACTIONS on Fundamentals
Y1 - March 2004
AB - This paper presents an algorithm for fingerprint matching using the Phase-Only Correlation (POC) function. One of the most difficult problems in human identification by fingerprints has been that the matching performance is significantly influenced by fingertip surface condition, which may vary depending on environmental or personal causes. This paper proposes a new fingerprint matching algorithm using phase spectra of fingerprint images. The proposed algorithm is highly robust against fingerprint image degradation due to inadequate fingertip conditions. A set of experiments is carried out using fingerprint images captured by a pressure sensitive fingerprint sensor. The proposed algorithm exhibits efficient identification performance even for difficult fingerprint images that could not be identified by the conventional matching algorithms.
ER -
English
