Off-line signature verification using HMM for Random, simple and skilled forgeries

Proceedings of the International Conference on Document Analysis and Recognition, ICDAR

Volumn 2001-January, Issue , 2001, Pages 1031-1034

  Justino, Edson J R ^a   Bortolozzi, Flávio ^a   Sabourin, Robert ^a,b  

^a PONTIFICAL CATHOLIC UNIVERSITY OF PARANÁ   (Brazil)

^b ÉCOLE DE TECHNOLOGIE SUPÉRIEURE   (Canada)

Author keywords

[No Author keywords available]

Indexed keywords

ERROR RATE; OFF-LINE SIGNATURE VERIFICATION; RANDOM FORGERY; REAL APPLICATIONS; SIGNATURE VERIFICATION; SKILLED FORGERY; STATIC SIGNATURES; VERIFICATION TECHNIQUES;

PATTERN RECOGNITION;

EID: 84951794056     PISSN: 15205363     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICDAR.2001.953942     Document Type: Conference Paper

References (8)

1. L. Rabiner, B. Juang, "Fundamentals of Speech Recognition", Prentice Hall, New Jersey (1993), 506p.
2. Q. Yingyong, B. R. Hunt, "Signature Verification Using Global and Grid Features", Pattern Recognition - Vol. 22, no. 12, Great Britain (1994), 1621-1629.
3. Drouhard, J.P., R. Sabourin, and M. Godbout, "A neural network approach to off-line signature verification using directional PDF", Pattern Recognition, Vol. 29, no. 3, (1996), 415-424.
4. G. Rigoll, A. Kosmala, "A Systematic Comparison Between On-Line and Off-Line Methods for Signature Verification with Hidden Markov Models", 14th International Conference on Pattern Recognition - vol. II, Australia (1998), 1755-1757.
5. A. J. Elms, "The Representation and Recognition of Text Using Hidden Markov Models", PhD Theses Doctor, University of Surrey, U.K. (1996), 239p.
6. Sabourin, R. and Genest, G., "An Extended - Shadow-Code Based Approach for Off-Line Signature Verification: Part - I - Evaluation of the Bar Mask Definition", 12th IAPR International Conference on Pattern Recognition Jerusalem, Israel, October 9-13 - IEEE 1051-4651/94, (1994), 450-455.
7. th IAPR International Workshop on Document Analysis Systems, Rio de Janeiro, Brazil, (2000), pp 211-222.
8. Yinggyong Qi, Bobby R Hunt, "A Multiresolution Approach to Computer Verification of Handwritten Sigantures", IEEE Transactions on Image Processing, Vol. 4, no. 6, june (1995), pp 870-74.