The code of "A Novel Multiple Distances Based Dynamic Time Warping Method for Online Signature Verification"
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Paper Link: https://rd.springer.com/chapter/10.1007/978-3-319-97909-0_68
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Title: A Novel Multiple Distances Based Dynamic Time Warping Method for Online Signature Verification
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Author: Xinyi Lu, Yuxun Fang, Qiuxia Wu, Junhong Zhao, Wenxiong Kang (from BIP Lab, SCUT, P.R.China)
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Date: 2018/05/20
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Contact: [email protected]
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COPYRIGHT (C) Xinyi Lu, Yuxun Fang, Qiuxia Wu, Junhong Zhao, Wenxiong Kang
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ALL RIGHTS RESERVED
The code can be used only for academic researches, when use this code in your paper, please cite the paper.
[1] X. Lu, Y. Fang, Q. Wu, J. Zhao, W. Kang, A Novel Multiple Distances Based Dynamic Time Warping Method for Online Signature Verification, Chinese Conference on Biometric Recognition, 2018.
[2] L. Tang, W. Kang, Y. Fang, Information Divergence-based Matching Strategy for Online Signature Verification, IEEE Transactions on Information Forensics & Security, 2018.13(4): 861-873.
Because of the permissions, we can't provide the database. You need to add the susig, mcyt and svc2004 database to the folder.
Run the "main.m" script in MATLAB.
You can select the initialization parameters in setting.
Note: We only report the results when using 10 reference samples here. For more detail please refer to the paper.
| database | SVM | PCA |
|---|---|---|
| mcyt | 1.84% | 1.87% |
| susig | 1.38% | 1.28% |
| svc task2 | 6.26% | 6.32% |