Off-line signature verification incorporating the prior model

International Conference on Machine Learning and Cybernetics

Volumn 3, Issue , 2003, Pages 1602-1606

  Wan, Liang ^a   Lin, Zhou Chen ^b   Zhao, Rong Chun ^a  

^a NORTHWESTERN POLYTECHNICAL UNIVERSITY   (China)

^b MICROSOFT RESEARCH   (United States)

Author keywords

Boosting algorithm; Signature verification; Simple forgery; The prior model

Indexed keywords

ALGORITHMS; DECISION MAKING; ERROR ANALYSIS; MAPPING; NEURAL NETWORKS; TEXTURES;

BOOSTING ALGORITHM; SIGNATURE VERIFICATION; SIMPLE FORGERY;

ELECTRONIC DOCUMENT IDENTIFICATION SYSTEMS;

EID: 1542285860     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (13)

1. Baltzkis H, Papamarkos N, A new signature verification technique based on a two stage neural network classifier, Engineering Application of Artificial Interlligence,14: 95-103,2001
2. Sansone C, Vento M, Signature verification: increasing performance by a multistage system, Pattern Analysis & Application, 3:169-181,2000
3. Kashi R, Nelson W, Signature verification: benefits of multiple tries, Proceedings of the 8th international workshop on frontiers in handwriting recognition, 424-427, 2002
4. Bajaj R, Chaudhury S, Signature verification using multiple neural classifiers, Pattern Recognition, 30(1): 1-7, 1997
5. Sabourin R, Off-line signature verification: Recent advances and perspectives, BSDIA'97, Curtiba, 84-98, Nov. 1997
6. Huang K, Yan H, Off-line signature verification based on geometric feature extraction and neural network classification, Pattern Recognition, 30(1): 9-17,1997
7. Yingyong Q, Hunt B R, Signature verification using global and grid features, Pattern Recognition, 22(12): 1621-1629, 1994
8. Sabourin R, Drouhard J P, Offline signature verification using directional PDF and neural networks, Proceedings 11th international conference on pattern recognition, 2:321-325, 1992
9. Franke K, Bunnemyer O, Sy T, Ink texture analysis for writer identification, Proceedings of 8th international workshop on frontiers in handwriting recognition, 268-273, 2002
10. Freund Y, Schapire R E, A short introduction to boosting, Journal of Japanese Society for Artificial Intelligence, 14(5):771-780, Sep. 1999
11. Srihari S N, Cha S H, Arora H, Lee S, Individuality of handwriting, Journal of Forensic sciences, 47(4):1-7, July 2002
12. Said H E S, Tan T N, Baker K D, Writer identification based on handwriting, IEE 3rd european workshop on handwriting analysis and recognition, 4:1-6, July 1998
13. Franke K, Koppen M, A computer-based system to support forensic studies on handwriting documents, International Journal on Document Analysis and Recognition, 3:218-231, 2001