A novel approach to dynamic signature verification using sensor-based data glove

American Journal of Applied Sciences

Volumn 6, Issue 2, 2009, Pages 233-240

  Sayeed, Shohel ^a   Kamel, Nidal S ^b   Besar, Rosli ^a  

^a MULTIMEDIA UNIVERSITY   (Malaysia)

^b DEPARTMENT OF CHEMICAL ENGINEERING   (Malaysia)

Author keywords

Data glove; Euclidean distance; Signature verification; Singular value decomposition

Indexed keywords

EID: 52949145206     PISSN: 15469239     EISSN: 15543641     Source Type: Journal    
DOI: 10.3844/ajas.2009.233.240     Document Type: Article

References (29)

1. Nanavati, S., M. Thieme and R. Nanavati, 2002. Biometrics. Identity Verification in a Networked World. Wiley, New York.
2. Jain, A., R. Bolle and S. Pankanti, 1999. Biometrics. Personal Identification in a Networked Society. Kluwer Academic Publishers, Dordrecht.
3. Zhang, D.D., 2000. Automated Biometrics. Technologies and systems. Kluwer Academic Publishers. Dordrecht.
4. http://www.biometricgroup.com.
5. http://www.cadix.com.
6. Plamondon, R. and G. Lorette, 1989. Automatic Signature Verification and Writer Identi.cation-the State of the Art. Pattern Recognition, 1 (2): 107-131.
7. Jain, A.K., F.D. Griess and S.D. Connell, 2002. On-line signature verification. Pattern Recognition, 35: 2963-2972.
8. Lei, H. and V. Govindaraju, 2005. A comparative study on the consistency of features in on-line signature verification. Pattern Recognition Lett., 26: 2483-2489.
9. Chang, C. and W. Tsai, 2000. Model-based analysis of hand gestures from single images without using marked gloves or attaching marks on hands. Proceeding of the 4th Asian Conference on Computer Vision (ACCV2000), pp: 923-930.
10. Sayeed, S., R. Besar and N.S. Kamel, 2006. Dynamic signature verification using sensor based data glove. Proceeding of 8th Intl. Conference on Signal Processing, pp: 2387-2390.
11. Sayeed, S., N.S. Kamel and R. Besar, 2007. Biometric personal authentication based on handwritten signature. Proceeding of the 3rd Intl. Colloquium on Signal Processing and its Applications, pp: 34-39.
12. http://www.5dt.com/productstpdataglove14.html.
13. Golub, G.H. and C.F. Van Loan, 1996. Matrix computations. 3rd Edn., Johns Hopkins University Press. Baltimore, MD.
14. Golub, G.H. and H.Y. Zha, 1995. The canonical correlations of matrix pairs and their numerical computation, in Linear Algebra for Signal Processing. Springer-Verlag, New York, pp: 27-49.
15. Bjorck, A. and G.H. Golub, 1973. Numerical methods for computing angles between linear subspaces. Math. Comp., 27: 579-594.
16. Chatelin, F., 1993. Eigenvalues of Matrices. John Wiley and Sons, Chichester, UK.
17. Gohberg, I.C. and M.G. Krein, 1969. Introduction to the theory of linear nonselfadjoint operators. Transl. Math. Monogr. 18, AMS, Providence, RI.
18. Drmac, Z., 2000. On principal angles between subspaces of Euclidean space. SIAM J. Matrix Anal. Appl., 22: 173-194.
19. Hamilton, D.J., J. Whelan, A. McLaren and I. MacIntyre, 1995. Low Cost Dynamic Signature Verification System. In: European Covention on Security and Detention, London, UK, pp: 202-206.
20. Lee, L., T. Berger and E. Aviczer, 1996. Reliable online human signature verification system. IEEE Trans. Pattern Anal. Mach. Intel., pp: 643-647.
21. Han, Chang, Hsu and Jeng, 1999. An online signature verification system using multi-template matching approaches. Proceedings of the IEEE International Carnahan Conference on Security Technology, Madrid, Spain.
22. Mingming, M. and W. Wijesoma, 2000. Automatic online signature verification based on multiple models. In CIFER.'01: Computational Engineering in Financial Engineering Conference, pp: 30-33.
23. Muramatsu, D. and T. Matsumoto, 2003. An HMM on-line verifier incorporating signature trajectories. Proceeding of 17th Int. Conference on document analysis and recognition (ICDAR).
24. Nakanishi, I., H. Sakamoto, Y. Itoh and Y. Fukui, 2005. Multi-matcher on-line signature verification system in DWT domain, ICASSP' 2005.
25. Shintaro, K., M. Daigo and M. Takashi, 2006. On-line signature verification based on user generic fusion model with marcov chain monte carlo method. Proceedings of the International Symposium on Intelligent Signal Processing and Communication Systems (ISPACS2006), Yonago Convention Center, Tottori, Japan.
26. Nakanishi, I., H. Hara, H. Sakamoto, Y. Itoh and Y. Fuki,2006. Parameter fusion in DWT domain on-line signature verification. Proc. of the Int. Sym. On Intelligent Signal Processing and Communication Systems (ISPACS), Japan.
27. Fierrez-Aguilar, J., L. Nanni, J. Lopez-Penalba, J. Ortega-Garcia and D. Maltoni, 2005. An online signature verification system based on fusion of local and global information. Proc. of the 5th IAPR International Conference on Audio and Video Based Biometric Person Authentication, AVBPA, Springer LNCS-3546, New York, USA, pp: 523-532.
28. Fierrez-Aguilar, J., J. Ortega-Garcia and J. Gonzalez-Rodriguez, 2005. Target dependent score normalization techniques and their application to signature verification. IEEE Trans. Syst. Man Cybernetics-Part C: Application and Rev., 35 (3).
29. Yeung, D., H. Chang, Y. Xiong, S. George, R. Kashi, T. Matsumoto and G. Rigoll, 2004. SVC2004: First International Signature Verification Competition. ICBA 2004, LNCS, Springer-Verlag, Berlin Heidelberg, 3072: 16-22.