Efficient off-line verification and identification of signatures by multiclass support vector machines

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Volumn 3691 LNCS, Issue , 2005, Pages 799-805

  Özgündüz, Emre ^a   Şentürk, Tülin ^a   Karsligil, M Elif ^a  

^a YILDIZ TECHNICAL UNIVERSITY   (Turkey)

Author keywords

[No Author keywords available]

Indexed keywords

ARTIFICIAL INTELLIGENCE; COMPUTATIONAL METHODS; COMPUTER SCIENCE; PROBLEM SOLVING; VECTORS;

GRID FEATURES; OFF-LINE SIGNATURE VERIFICATION; OFF-LINE VERIFICATION; SUPPORT VECTOR MACHINES;

ELECTRONIC DOCUMENT IDENTIFICATION SYSTEMS;

EID: 33646155968     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/11556121_98     Document Type: Conference Paper

References (12)

1. Sansone and Vento, "Signature Verification: Increasing Performance by a Multi-Stage System", Pattern Analysis & Applications, vol. 3, pp. 169-181, 2000.
2. E. J. R. Justino, F. Bortolozzi and R. Sabourin, "Off-line Signature Verification Using HMM for Random, Simple and Skilled Forgeries", ICDAR 2001, International Conference on Document Analysis and Recognition, vol. 1, pp. 105-110. 2001
3. B. Zhang, M. Fu and H. Van, "Handwritten Signature Verification based on Neural 'Gas' Based Vector Quantization", IEEE International Joint Conference on Neural Networks, pp. 1862-1864, May 1998.
4. J. F. Vélez, Á. Sánchez, and A. B. Moreno, "Robust Off-Line Signature Verification Using Compression Networks And Positional Cuttings", Proc. 2003 IEEE Workshop on Neural Networks for Signal Processing, vol. 1, pp. 627-636, 2003.
5. M. Arif and N. Vincent, "Comparison of Three Data Fusion Methods For An Off-Line Signature Verification Problem", Laboratoire d'Informatique, Université de François Rabelais, 2003
6. Chalechale and A. Merlins, "Line Segment Distribution of Sketches for Persian Signature Recognition", IEEE Proc. TENCON, vol. 1, pp. 11-15, Oct. 2003
7. V.N.Vapnik, "The Nature of Statistical Learning Theory", Springer, 1995
8. V.N.Vapnik, "Statistical Learning Theory", Wiley, 1998.
9. K. Müller, S. Mika et al. "An Introduction to Kernel-Based Learning Algorithms", IEEE Transactions on Neural Networks, Vol. 12, pp.181-202, March 2001.
10. H.Baltzakis and N. Papamarkos, "A new signature verification technique based on a twostage neural network classifier", Pergamon, pp. 95-103, 2001.
11. C.J. Hilditch, "Linear skeletons from Square Cupboards", Machine Intelligence 4, University Press Edinburgh, pp. 404-420, 1969
12. H. Gómez-moreno, P. Gil-jiménez, S. Lafuente-arroyo, R. Vicen-bueno and R. Sánchezmontero, "Color images segmentation using the Support Vector Machines", 2003.