Multi-Matcher On-Line Signature Verification System in DWT Domain
Summary :
This paper presents a multi-matcher on-line signature verification system which fuses the verification scores in pen-position parameter and pen-movement angle one at total decision. Features of pen-position and pen-movement angle are extracted by the sub-band decomposition using the Discrete Wavelet Transform (DWT). In the pen-position, high frequency sub-band signals are considered as individual features to enhance the difference between a genuine signature and its forgery. On the other hand, low frequency sub-band signals are utilized as features for suppressing the intra-class variation in the pen-movement angle. Verification is achieved by the adaptive signal processing using the extracted features. Verification scores in the pen-position and the pen-movement angle are integrated by using a weighted sum rule to make total decision. Experimental results show that the fusion of pen-position and pen-movement angle can improve verification performance.
- Publication
- IEICE TRANSACTIONS on Fundamentals Vol.E89-A No.1 pp.178-185
- Publication Date
- 2006/01/01
- Publicized
- Online ISSN
- 1745-1337
- DOI
- 10.1093/ietfec/e89-a.1.178
- Type of Manuscript
- Special Section PAPER (Special Section on Cryptography and Information Security)
- Category
- Information Hiding
Authors
Keyword
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Isao NAKANISHI, Hiroyuki SAKAMOTO, Naoto NISHIGUCHI, Yoshio ITOH, Yutaka FUKUI, "Multi-Matcher On-Line Signature Verification System in DWT Domain" in IEICE TRANSACTIONS on Fundamentals,
vol. E89-A, no. 1, pp. 178-185, January 2006, doi: 10.1093/ietfec/e89-a.1.178.
Abstract: This paper presents a multi-matcher on-line signature verification system which fuses the verification scores in pen-position parameter and pen-movement angle one at total decision. Features of pen-position and pen-movement angle are extracted by the sub-band decomposition using the Discrete Wavelet Transform (DWT). In the pen-position, high frequency sub-band signals are considered as individual features to enhance the difference between a genuine signature and its forgery. On the other hand, low frequency sub-band signals are utilized as features for suppressing the intra-class variation in the pen-movement angle. Verification is achieved by the adaptive signal processing using the extracted features. Verification scores in the pen-position and the pen-movement angle are integrated by using a weighted sum rule to make total decision. Experimental results show that the fusion of pen-position and pen-movement angle can improve verification performance.
URL: https://global.ieice.org/en_transactions/fundamentals/10.1093/ietfec/e89-a.1.178/_p
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@ARTICLE{e89-a_1_178,
author={Isao NAKANISHI, Hiroyuki SAKAMOTO, Naoto NISHIGUCHI, Yoshio ITOH, Yutaka FUKUI, },
journal={IEICE TRANSACTIONS on Fundamentals},
title={Multi-Matcher On-Line Signature Verification System in DWT Domain},
year={2006},
volume={E89-A},
number={1},
pages={178-185},
abstract={This paper presents a multi-matcher on-line signature verification system which fuses the verification scores in pen-position parameter and pen-movement angle one at total decision. Features of pen-position and pen-movement angle are extracted by the sub-band decomposition using the Discrete Wavelet Transform (DWT). In the pen-position, high frequency sub-band signals are considered as individual features to enhance the difference between a genuine signature and its forgery. On the other hand, low frequency sub-band signals are utilized as features for suppressing the intra-class variation in the pen-movement angle. Verification is achieved by the adaptive signal processing using the extracted features. Verification scores in the pen-position and the pen-movement angle are integrated by using a weighted sum rule to make total decision. Experimental results show that the fusion of pen-position and pen-movement angle can improve verification performance.},
keywords={},
doi={10.1093/ietfec/e89-a.1.178},
ISSN={1745-1337},
month={January},}
Copy
TY - JOUR
TI - Multi-Matcher On-Line Signature Verification System in DWT Domain
T2 - IEICE TRANSACTIONS on Fundamentals
SP - 178
EP - 185
AU - Isao NAKANISHI
AU - Hiroyuki SAKAMOTO
AU - Naoto NISHIGUCHI
AU - Yoshio ITOH
AU - Yutaka FUKUI
PY - 2006
DO - 10.1093/ietfec/e89-a.1.178
JO - IEICE TRANSACTIONS on Fundamentals
SN - 1745-1337
VL - E89-A
IS - 1
JA - IEICE TRANSACTIONS on Fundamentals
Y1 - January 2006
AB - This paper presents a multi-matcher on-line signature verification system which fuses the verification scores in pen-position parameter and pen-movement angle one at total decision. Features of pen-position and pen-movement angle are extracted by the sub-band decomposition using the Discrete Wavelet Transform (DWT). In the pen-position, high frequency sub-band signals are considered as individual features to enhance the difference between a genuine signature and its forgery. On the other hand, low frequency sub-band signals are utilized as features for suppressing the intra-class variation in the pen-movement angle. Verification is achieved by the adaptive signal processing using the extracted features. Verification scores in the pen-position and the pen-movement angle are integrated by using a weighted sum rule to make total decision. Experimental results show that the fusion of pen-position and pen-movement angle can improve verification performance.
ER -
English
