DP matching using Kalman filter as pre-processing in on-line signature verification

Proceedings - International Workshop on Frontiers in Handwriting Recognition, IWFHR

Volumn , Issue , 2002, Pages 502-507

  Tanaka, Masahiro ^a   Ishino, Yumi ^b   Shimada, Hironori ^b   Inoue, Takashi ^b  

^a KONAN UNIVERSITY   (Japan)

^b GLORY LTD   (Japan)

Author keywords

[No Author keywords available]

Indexed keywords

LOCAL FEATURE; MATCHING METHODS; NUMERICAL EXPERIMENTS; ON-LINE SIGNATURE VERIFICATION; ONLINE SIGNATURE; POSITIONAL INFORMATION; PRE-PROCESSING; TRANSFORMATION PARAMETERS;

KALMAN FILTERS;

DYNAMIC POSITIONING;

EID: 8344230138     PISSN: 15505235     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/IWFHR.2002.1030960     Document Type: Conference Paper

References (12)

1. B. D. O. Anderson and J. B. Moore, Optimal Filtering, Prentice Hall, 1979.
2. L. L. Leclerc and R. Plamondon, "Automatic Signature Verification: The State of the Art, 1989-1993," Int'l J. Pattern Recognition and Artificial Intelligence, speical issue signature verification, Vol. 8, No.3, pp. 643-660, 1994.
3. L. L. Lee, T. Berger and E. Aviczer, "Reliable On-line Human Signature Verification Systems," IEEE Trans. on Pattern Analysis and Machine Intelligence, Vol. 18, pp. 643-647, 1996.
4. R. Plamondon and S. N. Srihari, "On-line and Off-line Handwriting Recognition: A Comprehensive Survey," IEEE Trans. on Pattern Analysis and Machine Intelligence, Vol. 22, pp. 63-84, 2000.
5. V. S. Nalwa, "Automatic On-line Signature Verification," Proceedings of the IEEE, Vol. 85, pp. 215-239, 1997.
6. R. Plamondon and G. Lorette, "Automatic Signature Verification and Writer Identification-The State of the Art," Pattern Recognition, Vol. 22, No. 2, pp. 107-131, 1989.
7. H. Taguchi, K. Kiriyama, E. Tanaka and K. Fujii, "On-Line Recognition of Handwritten Signatures by Feature Extraction of the Pen Movements," IEICE Trans., Vol. J71-D, No. 5, pp. 830-840, 1988.
8. N. Takazawa, "Handwriting Identification," Document Examination Section, National Research Institute of Police Science, Vol. 51, pp. 1-11, 1998 (in Japanese).
9. Q-Z. Wu, I-C. Jou and S-Y. Lee, "On-line Signature Verification Using LPC Cepstrum and Neural Networks," IEEE Trans. on Systems, Man and Cybernetics, Part B, Vol. 27, pp. 148-153, 1997.
10. Q-Z. Wu, S-Y. Lee and I-C. Jou, "On-line Signature Verification Based on Logarithmic Spectrum," Pattern Recognition, Vol. 31, pp. 1865-1871, 1998.
11. Y. Yamazaki and N. Komatsu, "An Extraction of Indicidual Characteristics Based on Categorized Handwriting Information," IEICE Trans., Vol. J79-D-II, No. 8, pp. 1335-1346, 1996.
12. L. Yang, B. K. Widjaja and R. Prasad, "Application of Hidden Markov Models for Signature Verification," Pattern Recognition, Vol. 95, pp. 161-170, 1995.