Towards mobile authentication using dynamic signature verification: Useful features and performance evaluation

Proceedings - International Conference on Pattern Recognition

Volumn , Issue , 2008, Pages

  Martinez Diaz, Marcos ^a   Fierrez, Julian ^a   Galbally, Javier ^a   Ortega Garcia, Javier ^a  

^a UNIVERSIDAD AUTÓNOMA DE MADRID   (Spain)

Author keywords

[No Author keywords available]

Indexed keywords

HAND HELD COMPUTERS; PATTERN RECOGNITION SYSTEMS;

AUTOMATIC SIGNATURE VERIFICATION; DIGITIZING TABLET; DYNAMIC SIGNATURE VERIFICATION; HAND HELD DEVICE; MOBILE AUTHENTICATION; SCORE FUSION; SIGNATURE VERIFICATION; TABLET PCS;

HIDDEN MARKOV MODELS;

EID: 77957943536     PISSN: 10514651     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/icpr.2008.4761849     Document Type: Conference Paper

References (12)

1. R. Plamondon and G. Lorette. Automatic signature verification and writer identification: the state of the art. Pattern Recognition, 22(2):107-131, 1989.
2. J. Fierrez and J. Ortega-Garcia. Handbook of Biometrics, chapter On-line signature verification. Eds. A. K. Jain, A. Ross and P. Flynn, Springer, 2008.
3. L. L. Lee et al. Reliable on-line human signature verification systems. IEEE Trans. on Pattern Analysis and Machine Intelligence, 18(6):643-647, 1996.
4. A. Kholmatov and B. Yanikoglu. Identity authentication using improved online signature verification method. Pattern Recognition Letters, 26(15):2400-2408, 2005.
5. HMM-based on-line signature verification: Feature extraction and signature modeling
6. F. Alonso-Fernandez et al. Dealing with sensor interoperability in multi-biometrics: the UPM experience at the BioSecure Multimodal Evaluation 2007. In Defense and Security Symposium, Proc. SPIE, USA, 2008.
7. D. Y. Yeung et al. SVC2004: First International Signature Verification Competition. In Proc. ICBA, pages 16-22. Springer LNCS-3072, 2004.
8. J. Richiardi et al. Local and global feature selection for on-line signature verification. In Proc. ICDAR, Seoul, Korea, August-September 2005.
9. J. Fierrez-Aguilar et al. An on-line signature verification system based on fusion of local and global information. In Proc. AVBPA, pages 523-532. Springer LNCS, 2005.
10. A. K. Jain and D. Zongker. Feature selection: evaluation, application, and small sample performance. IEEE Trans. on Pattern Analysis and Machine Intelligence, 19(2):153-158, 1997.
11. B. L. Van et al. On using the viterbi path along with HMM likelihood information for online signature verification. IEEE Trans. on Systems, Man, and Cybernetics, Part B, 37(5):1237 - 1247, 2007.
12. P. Kenny et al. Speaker and session variability in GMM-based speaker verification. IEEE Trans. on Audio, Speech and Language Processing, 15(4):1448-1460, 2007.