Novel Algorithm for the On-Line Signature Verification

被引：0

作者：

Zalasinski, Marcin ^{[1
]}

Cpalka, Krzysztof ^{[1
]}

机构：

[1] Czestochowa Tech Univ, Dept Comp Engn, Czestochowa, Poland

来源：

ARTIFICIAL INTELLIGENCE AND SOFT COMPUTING, PT II | 2012年 / 7268卷

关键词：

D O I：

暂无

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

On-line signature is a biometric attribute used in a identity verification process. One of the most effective methods of signature verification is the method based on partitioning of signature trajectories. In this paper a concept of new approach to identity verification based on partitioning of trajectories is presented. In this approach signature is partitioned into subspaces which are weighted by weights of importance. The weights are used in classification process. Partitions associated with high values of weight have greater importance in classification process than partitions associated with low weight values. The algorithm was tested with use of public on-line signature database SVC 2004.

引用

页码：362 / 367

页数：6

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[41] ON-LINE SIGNATURE VERIFICATION USING GLOBAL FEATURES [J].

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[44] ICDAR 2021 Competition on On-Line Signature Verification [J].

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Vera-Rodriguez, Ruben ;

Gonzalez-Garcia, Carlos ;

Fierrez, Julian ;

Rengifo, Santiago ;

Morales, Aythami ;

Ortega-Garcia, Javier ;

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Sarin, Konstantin ;

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Bardamova, Marina ;

Svetlakov, Mikhail ;

Saleem, Mohammad ;

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Kovari, Bence ;

Pulsmeyer, Falk ;

Wehbi, Mohamad ;

Zanca, Dario ;

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[45] On-line signature verification with hidden Markov models [J].

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[46] A study on the consistency of features for on-line signature verification [J].

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[47] Fusion of local and regional approaches for on-line signature verification [J].

Fierrez-Aguilar, J ;

Krawczyk, S ;

Ortega-Garcia, J ;

Jain, AK .

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[48] On-line handwriting signature verification based on curve similarity [J].

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[49] An interpretable fuzzy system in the on-line signature scalable verification [J].

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[50] On-line signature verification using a computational intelligence approach [J].

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