SVD-based signature verification technique using data glove

International Journal of Pattern Recognition and Artificial Intelligence

Volumn 22, Issue 3, 2008, Pages 431-443

  Kamel, Nidal S ^a   Sayeed, Shohel ^b  

^a DEPARTMENT OF CHEMICAL ENGINEERING   (Malaysia)

^b MULTIMEDIA UNIVERSITY   (Malaysia)

Author keywords

Data glove; Online signature verification; Singular value decomposition

Indexed keywords

AUTHENTICATION; MOTION ESTIMATION; VERIFICATION;

DATA GLOVES; GLOVE DATA MATRIX; ONLINE SIGNATURE VERIFICATION;

SINGULAR VALUE DECOMPOSITION;

EID: 44349104709     PISSN: 02180014     EISSN: None     Source Type: Journal    
DOI: 10.1142/S0218001408006387     Document Type: Article

References (19)

1. A. Bjorck and G. H. Golub, Numerical methods for computing angles between linear subspaces, Math. Comput. 27 (1973) 579-594.
2. F. Deprettere (ed.), SVD and Signal Processing: Algorithms, Applications and Architectures (North-Holland Publishing Co., 1989).
3. B. Fang, C. H. Leung, Y. Y. Tang, K. W. Tse, P. C. K. Kwok and Y. K. Wong, Offline signature verification by the tracking of feature and stroke positions, Patt. Recogn. 36(1) (2003) 91-101.
4. J. Fierrez-Aguilar et al., An on-line signature verification system based on fusion of local and global information, Int. Conf. Audio and Video-Based Biometric Person Authentication, New York (2005), pp. 523-532.
5. G. Golub and C. Van Loan, Matrix Commutations (Johns Hopkins University Press, 1983).
6. G. H. Golub and C. F. Van Loan, Matrix Computations, 3rd ed. (Johns Hopkins University Press, Baltimore, MD, 1996).
7. G. H. Golub and H. Y. Zha, The canonical correlations of matrix pairs and their numerical computation, Linear Algebra for Signal Processing (Springer-Verlag, New York, 1995), pp. 27-49.
8. A. Herhagdelen and E. Alpaydm, Dynamic alignment distance based online signature verification, 13th Turkish Symp. Artificial Intelligence and Artificial Neurol Networks, Izmir, Turkey (10-11 June 2004).
9. A. Kholmatov and B. Yanikoglu, Identity authentication using improved online signature verification method, Patt. Recogn. Lett. 26 (2005) 2400-2408.
10. K. Meenaskhi, K. Sargur and S. A. Xu, Offline signature verification and identification using distance statistics, Int. J. Patt. Recogn. Artif. Intell. 18(7) (2004) 1339-1360.
11. R. Plamondon, The design of an on-line signature verification system: from theory to practice, Int. J. Patt. Recogn. Artif. Intell. (1994).
12. Y. Qi and B. R. Hunt, Signature verification using global and grid features, Patt. Recogn. 27(12) (1994) 1621-1629.
13. R. Sabourin, G. Genest and F. Prêteux, Off-line signature verification by local granulometric size distributions, IEEE Trans. Patt. Anal. Mach. Intell. 19(9) (1997) 976-988.
14. D. Sakamato et al., On-line signature verification incorporating pen position, pen pressure and pen inclination trajectories, IEEE Int. Conf. Acoustic, Speech, and Signal Processing, Salt Lake (2005), pp. 993-996.
15. C. Sansone and M. Vento, Signature verification: increasing performance by a multistage system, Int. J. Docum. Anal. Appl. 3 (2000) 169-181.
16. M. M. Shafiei and H. R. Rabiee, A new on-fine signature verification algorithm using variable length segmentation and hidden Markov models, Proc. Seventh Int. Conf. Document Analysis and Recognition (2003).
17. R. J. Vaccaro, SVD and Signal Processing II: Algorithms, Analysis and Applications (Elsevier, 1991).
18. J. Wang, X. Liao and Z. Yi (eds.), Signature Recognition and Verification with Artificial Neural Network Using Moment Invariant Method (Springer-Verlag, Berlin, Heidelberg, 2005), pp. 195-202.
19. D. Yeung, H. Chang, Y. Xiong, S. George, R. Kashi, T. Matsumoto and G. Rigoll, SVC2004: First International Signature Verification Competition, ICBA 2004, Lecture Notes in Computer Science, Vol. 3072 (Springer-Verlag, Berlin, Heidelberg, 2004), pp. 16-22.