A Hidden Markov Model approach to online handwritten signature verification

International Journal on Document Analysis and Recognition

Volumn 1, Issue 2, 1998, Pages 102-109

  Kashi, R ^a   Hu, J ^a   Nelson, W L ^a   Turin, W ^b  

^a LUCENT TECHNOLOGIES   (United States)

^b AT AND T LABS RESEARCH   (United States)

Author keywords

Fourier descriptors; Hidden Markov Models; Signature verification; Viterbi decoding

Indexed keywords

AUTOMATIC VERIFICATION; EQUAL ERROR RATE; FOURIER DESCRIPTORS; HANDWRITTEN SIGNATURE VERIFICATION; HANDWRITTEN SIGNATURES; LOCAL INFORMATION; SIGNATURE VERIFICATION; VITERBI DECODING;

ELECTRONIC DOCUMENT IDENTIFICATION SYSTEMS;

HIDDEN MARKOV MODELS;

EID: 51749121828     PISSN: 14332833     EISSN: 14332825     Source Type: Journal    
DOI: 10.1007/s100320050010     Document Type: Article

References (18)

1. F. Leclerc, R. Plamondon, Automatic signature verification: the state of the art-1989-1993. Int. J. Pattern Recognition and Artificial Intelligence, 8, 643-660, 1994
2. R. Plamondon, G. Lorette, Automatic signature verification and writer identification-the state of the art. Pattern Recognition, 22, 107-131, 1989
3. G. Lorette, R. Plamondon, Dynamic approaches to handwritten signature verification. In: Computer Processing of Handwriting, pp. 65-85, 1990
4. W. Nelson, W. Turin, T. Hastie, Statistical methods for on-line signature verification. Int. J. of Pattern Recognition and Artificial Intellingence, 8, 1994
5. M. Parizeau, G. Lorette, A comparative analysis of regional correlation, dynamic time warping, and skeletal tree matching for signature verification. IEEE Trans. Pattern Analysis and Machine Intelligence, 12(7), 710-717, 1990
6. Y. Sato, K. Kogure, Online signature verification based on shape, motion, and writing. In: Proc. 6th ICPR, pp. 823-826, 1982
7. V. S. Nalwa, Automatic On-line Signature Verification. Proc. of the IEEE, 85, 215-239, 1997
8. P. Zhao, A. Higashi, Y. Sato, On-line signature verification by adaptively weighted DP matching. IEICE Trans. Informat. Syst., E79-D, 535-541, 1996
9. L. R. Rabiner, B. H. Juang, Fundamentals of Speech Recognition. Englewood Cliffs, NJ, Prentice Hall, 1993
10. L. Yang, B.K. Widjaja, R. Prasad, Application of hidden Markov models for signature verification. Pattern Recognition, 28, 161-170, 1995
11. R. S. Kashi, W. Turin, W. Nelson, On-line signature verification using stroke direction coding. Optical Engineering Journal, 35(9), 1996
12. F. Sinden, G. T. Wilfong, On-line Recognition of handwritten symbols. AT&T Bell Laboratories Internal Document, 1994
13. Gilbert Strang, Linear Algebra and its Applications. Orlando, FL, HBJ College Publishers, 1988
14. C. de. Boor, A practical guide to splines. Berlin, Heidelberg, New York: Springer-Verlag, 1978
15. J. D. Ferguson, Variable duration models for speech. In: Proc. Symp. on the Application of HMM to Text and Speech, pp. 143-179, Princeton, NJ, 1980
16. S. E. Levinson, Continuously variable duration hidden markov models for automatic speech recognition. Computer Speech & Language, 1(1), 29-45, March 1986
17. W. Turin, Performance Analysis of Digital Transmission Systems. New York, Computer Science Press, 1990
18. G. E. Blonder, R. A. Boie, L. W. Ruedisueli, E. R. Wagner, Y. H. Wong, Capacitive moment sensing for electronic paper. AT&T Bell Laboratories Internal Document, 1991