Signature verification using particle swarm optimisation

Proceedings of the 2010 International Conference of Soft Computing and Pattern Recognition, SoCPaR 2010

Volumn , Issue , 2010, Pages 172-175

  Manshor, Siti Hakimah ^a   Abdul Rahman, Shuzlina ^a   Lin, Yap May ^a   Mutalib, Sofianita ^a   Mohamed, Azlinah ^a  

^a UNIVERSITI TEKNOLOGI MARA   (Malaysia)

Author keywords

Baseline; Online signature; Particle Swarm Optimisation; Signature verification

Indexed keywords

BASELINE; BIRTH CERTIFICATE; ONLINE SIGNATURE; PARTICLE SWARM OPTIMISATION; SIGNATURE VERIFICATION; VERIFICATION ALGORITHMS;

PATTERN RECOGNITION; SOFT COMPUTING;

PARTICLE SWARM OPTIMIZATION (PSO);

EID: 79951478654     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/SOCPAR.2010.5686089     Document Type: Conference Paper

References (16)

1. P. Shiralkar, and B. S. Vijayaraman, "Digital Signature: Application Development Trends In e-Business," Journal of Electronic Commerce Research, vol. 4 (3), pp. 94-101, 2003.
2. R. Jayadevan, R.K. Satish, and M. P. Pradeep, "Dynamic Time Warping Based Static Hand Printed Signature Verification," Journal of Pattern Recognition Research 1, pp. 52-65, 2009.
3. K. Meenakshi, S. Srihari and A. Xu, "Offline Signature Verification and Identification Using Distance Statistics," International Journal of Pattern Recognition, vol. 18(7), pp. 1339-1360, 2004.
4. J. Liu, J. Sun, and S. Wang, "Pattern recognition: An Overview," International Journal of Computer Science and Network Security, vol. 6, pp. 57-61, 2006.
5. S., Armand, M., Blumenstein, and V., Muthukkumarasamy, "Off-Line Signature Verification based on the Modified Direction Feature". School of information and Communication Technology, Griffith University, Queensland, Australia, 1988.
6. R., Abbas, "Backpropagation Networks Prototype for Off-Line Signature Verification". Department of Computer Science, RMIT, 1994.
7. D., Kalenova, "Personal Authentication using Signature Recognition," Department of Information Technology, Laboratory of Information Processing, Lappeenranta University of Technology, 2000. Unplublished.
8. th international Workshop on Document Analysis Systems, 211-222, 2001.
9. E. Ozgunduz, T. Senturk and M. E. Karsligil, "Off-line Signature Verification and Recognition by Support Vector Machine," Dissertation Computer Engineering Department, Yildiz Technical University, 2003.
10. M. Hanmandlua, M. H. Mohd. Yusof, V. K. Madasu, "Off-line Signature Verification and Forgery Detection Using Fuzzy Modeling," Pattern Recognition, vol 38, pp. 341-356, 2005.
11. Z. H. Quan and K. H. Liu, "Online Signature Verification Based on the Hybrid HMM/ANN Model," International Journal of Computer Science and Network Security, vol. 7(3), pp. 313-322, 2007.
12. A.K. Jain, F. D. Griess and S. D. Connell, "On-line Signature Verification," Pattern Recognition 35, pp. 2963-2972, 2002.
13. A. Kholmatov and B. Yanikoglu, "Identity Authentication Using Improved Online Signature Verification Method," Pattern Recognition Letters 26, pp. 2400-2408, 2005. (Pubitemid 41394296)
14. J. Fierrez, J. Ortega-Garcia, D. Ramos, "HMM-Based On-Line Signature Verification: Feature Extraction and Signature Modeling," Pattern Recognition Letters, vol.28(16), pp. 2325-2334, 2007. (Pubitemid 47538786)
15. M. S. Binwahlan, N. Salim, and L. Suanmali, "Swarm Based Features Selection for Text Summarization," International Journal of Computer Science and Network Security, 9(1), pp. 175-179, 2009.
16. S.H. Manshor, S. Mutalib, M. L. Yap, S. Abdul-Rahman, and A. Mohamed, "Baseline Detection Using Particle Swarm Optimisation", In: Proceeding of 10th International Conference on Intelligent Systems Design and Applications 2010, in press.