Online signature classification and its verification system

被引：11

作者：

Adamski, Marcin ^{[1
]}

Saeed, Khalid ^{[1
]}

机构：

[1] Bialystok Tech Univ, PL-15351 Bialystok, Poland

来源：

SEVENTH INTERNATIONAL CONFERENCE ON COMPUTER INFORMATION SYSTEMS AND INDUSTRIAL MANAGEMENT APPLICATIONS, PROCEEDINGS | 2008年

关键词：

D O I：

10.1109/CISIM.2008.38

中图分类号：

TP3 [计算技术、计算机技术];

学科分类号：

0812 ;

摘要：

This work presents experimental results on online recognition of handwritten signature. The system makes use of dynamic data such as trajectory, pen velocity, pen pressure, pen azimuth, and pen altitude collected at the time of signing. In order to evaluate the effectiveness of the system several experiments are carried out. Online signature database from Signature Verification Competition (SVC) 2004 is used during all of the tests. The first series of experiments show the classification process - the questioned signature is compared with reference samples and the destination class is determined from the most similar reference. The second part involves verification - the questioned signature is recognized as belonging to a particular individual when the distance between the questioned and individual's reference signature is below the threshold level.

引用

页码：189 / 194

页数：6

共 10 条

[1]

ADAMSKI M, 2006, INT SCI J COMPUTING, V5, P87

[2]

Hou WP, 2004, PROCEEDINGS OF THE 2004 INTERNATIONAL CONFERENCE ON INTELLIGENT MECHATRONICS AND AUTOMATION, P536

[3]

KEOGH EJ, 2001, 1 SIAM INT C DAT MIN, P187

[4] Reliable on-line human signature verification systems [J].

Lee, LL ;

Berger, T ;

Aviczer, E .

IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 1996, 18 (06) :643-647

[5]

LORETTE G, 1990, COMPUTER PROCESSING OF HANDWRITING, P21

[6]

SAEED K, 2002, P INT C COMP VIS GRA, V2, P25

[7] Experimental algorithm for characteristic points evaluation in static images of signatures [J].

Saeed, Khalid ;

Adamski, Marcin .

BIOMETRICS, COMPUTER SECURITY SYSTEMS AND ARTIFICIAL INTELLIGENCE APPLICATIONS, 2006, :89-98

[8] DYNAMIC-PROGRAMMING ALGORITHM OPTIMIZATION FOR SPOKEN WORD RECOGNITION [J].

SAKOE, H ;

CHIBA, S .

IEEE TRANSACTIONS ON ACOUSTICS SPEECH AND SIGNAL PROCESSING, 1978, 26 (01) :43-49

[9] An off-line signature verification method based on the questioned document expert's approach and a neural network classifier [J].

Santos, C ;

Justino, EJR ;

Bortolozzi, F ;

Sabourin, R .

NINTH INTERNATIONAL WORKSHOP ON FRONTIERS IN HANDWRITING RECOGNITION, PROCEEDINGS, 2004, :498-502

[10]

YEUNG D, 2004, P INT C BIOM AUTH, P16

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