An approach for on-line signature authentication using Zernike moments

Pattern Recognition Letters

Volumn 32, Issue 5, 2011, Pages 749-760

  Radhika, K R ^a   Venkatesha, M K ^b   Sekhar, G N ^a  

^a BMS COLLEGE OF ENGINEERING   (India)

^b RNS INSTITUTE OF TECHNOLOGY   (India)

Author keywords

On line signature authentication; Polynomial order selection; Zernike moments

Indexed keywords

ACCELERATION VECTORS; COMPLEX STRUCTURE; FALSE ACCEPTANCE RATE; FALSE REJECTION RATE; HIGHER ORDER; HIGHER ORDER DERIVATIVES; ONLINE SIGNATURE; POLYNOMIAL FITTINGS; POLYNOMIAL ORDER SELECTION; ROTATION INVARIANCE; SHAPE ANALYSIS; SIGNING PROCESS; STRUCTURAL COMPLEXITY; TIME FUNCTION; ZERNIKE MOMENTS;

ACCELERATION; AUTHENTICATION; POLYNOMIALS; ROTATION;

FACE RECOGNITION;

EID: 79151485367     PISSN: 01678655     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.patrec.2010.12.008     Document Type: Article

References (44)

1. Palak Amin, and K.P. Subbalakshmi Rotation and cropping resilient data hiding with Zernike moments Proc. IEEE Internat. Conf. Image Process. 4 2004 2175 2178 (Pubitemid 40820321)
2. Gady Agam, and Suneel Suresh Shape matching through particle dynamics warping Proc. IEEE Conf. Comput. Vision Pattern Recognition 1 2007 1 7
3. Ye Bin, and PengJia Xiong Improvement and invariance analysis of Zernike moments Proc. IEEE Internet. Conf. Commun. Circuits Systems West Sino Expo. 2 2002 963 967
4. S. Belkasim, A. Jian Gu, and Ghazal O. Basir The optimum automatic thresholding using the phase of Zernike moments Proc. Midwest Symp. Circuits Systems 3 2004 491 494
5. S. Belkasim, E. Hassan, and T. Obeidi Explicit invariance of Cartesian Zernike moments Pattern Recognition Lett. 28 2007 1969 1980 (Pubitemid 47418308)
6. W.S. Coats, A. Bagdasarian, T. Helou, and T. Lam The Practitioners Guide to Biometrics first ed. 2007 ABA Publications
7. Y. Chen, X. Ding, and P.S.P. Wang Dynamic structural statistical model based on-line signature verification Internat. J. Dig. Crime Forensics 1 2009 2141
8. Qing Chen, Xiaoli Yang, and Jiying Zhao Robust image watermarking with Zernike moments Proc. Can. Conf. Electr. Comput. Eng. 2005 1340 1343
9. Siyuan Chen, and Sargur Srihari Use of exterior contours and shape features in off-line signature verification Proc. Internet. Conf. Document Anal. Recognition 2 2005 1280 1284 (Pubitemid 46442528)
10. Moussa Djioua, Christian O'Reilly, and Rejean Plamondon An interactive trajectory synthesizer to study outlier patterns in handwriting recognition and signature verification Proc. IEEE Internat. Conf. Pattern Recognition 1 2006 1124 1127 (Pubitemid 46532097)
11. A. El-ghazal, O. Basir, and S. Belkasim A new shape signature for Fourier descriptors Proc. Internat. Conf. Image Process. 1 2007 161 164
12. Julian Fierrez, Javier Ortega-Garcia, Daniel Ramos, and Joaquin Rodriquez HMM-based on-line signature verification: Feature extraction and signature modeling J. Pattern Recognition Lett. 28 16 2007 2325 2334 (Pubitemid 47538786)
13. Julian Fierrez-Aguilar, Loris Nanni, Jaime Lopez-Penalba, Javier Ortega-Garcia, and Davide Maltoni An on-line signature verification system based on fusion of local and global information Proc. Internat. Conf. Audio Video Based Biometric Person Authentication LNCS vol. 3546 2005 Springer 523 532 (Pubitemid 41423069)
14. Richard Guest Age dependency in handwritten dynamic signature verification systems J. Pattern Recognition Lett. 27 10 2006 1098 1104
15. G.K. Gupta, and R.C. Joyce Using position extrema points to capture shape in on-line hand written signature verification J. Pattern Recognition 40 2007 2811 2817 (Pubitemid 46782857)
16. D.S. Guru, and H.N. Prakash Symbolic representation of on-line signatures Proc. Internat. Conf. Comput. Intell. Multimedia Appl. 2 2007 313 317 (Pubitemid 351424543)
17. M.O.V. Hanmandlu, and Ramana Murthy Fuzzy model based recognition of handwritten numerals Pattern Recognition 2007 1840 1854
18. N. Houmani, S. Garcia-Salicetti, and B. Dorizzi On assessing the robustness of pen coordinates, pen pressure and pen inclination to time variability with personal entropy Proc. IEEE Internat. Conf. Biometrics: Theory, Appl. Systems 2009 159 164
19. J. Haddadnia, M. Ahmedi, and K. Faez An efficient method for recognition of human faces using higher orders pseudo Zernike moments invariant Proc. IEEE Internat. Conf. Automatic Face Gesture Recognition 2002 315 320
20. Heloise Hse, and A. Richard Newton Sketched symbol recognition using Zernike moments Proc. IEEE Internat. Conf. Pattern Recognition 1 2004 367 370
21. A.K. Jain, R. Bolle, and S. Pankanthi BIOMETRICS: Personal Identification in Networked Society fourth ed. 2002 Kluwer Academic Publishers United States of America
22. A.K. Jain, K. Nandakumar, and A. Ross Score normalization in multimodal biometric systems Pattern Recognition 38 2005 2270 2285 (Pubitemid 41336698)
23. G.V. Kiran, R. Srinivasa Rao Kunte, and Sudhaker Samuel On-line signature verification system using probabilistic feature modelling Proc. Internat. Symp. Signal Process. Appl. 1 2001 355 358
24. R.S. Kashi, J. hu, N.L. Nelson, and W. Turin On-line handwritten signature verification using hidden Markov model features Proc. Internat. Conf. Document Anal. Recognition 1 1997 253 257
25. Luan L. Lee, Toby Berger, and Erez Aviczer Reliable on-line human signature verification systems Proc. IEEE Trans. Pattern Anal. Machine Intell. 18 1996 643 647 (Pubitemid 126773900)
26. Oscar Migual-hurtado, Micheal G. Lorenz, Luis Mengibar-Pozo, and Judith Liu-Jimene On-line signature verification by dynamic time warping and Gaussian mixture models Proc. IEEE Internat. Carnahan Conf. Security Technol. 1 2007 23 29
27. Saeed Mozaffari, Karim faez, and Farhad Faradji One dimensional fractal coder for on-line signature recognition Proc. Internat. Conf. Pattern Recognition 2 2006 857 860 (Pubitemid 46532334)
28. Maurice Milgram, Mattieu Jobert, and Bertrand Lamy A segmentation free approach to symbol extraction and recognition from image document Proc. Workshop Machine Vision Appl. 1 1990 475 478
29. Emanuele Maiorana, Patrizio Campisi, Julian Fierrez, Javier Ortega-Garcia, and Alessandro Neri Cancelable templates for sequence-based biometrics with application to on-line signature recognition IEEE Transactions on Systems, Man and Cybernetics - Part A: Systems and Humans 40 3 2010 525 538
30. P. Nassery, and K. Faez Signature pattern recognition using pseudo Zernike moments and a fuzzy logic classifier Proc. IEEE Internat. Conf. Image Process. 1996 197 200
31. J. Ortega-Garcia, and J. Fierrez-Aguilar MCYT baseline corpus: A bimodal biometric database IEEE Proc. Vision, Image Signal Process. 150 2003 395 401
32. Michal Papaj, and Ewa Hermanowicz Identity verification using complex representations of the handwritten signature Proc. Internat. Conf. Inform. Technol. 2010 79 82
33. Y.H. Pang, T.B.J. Andrew, and N.C.L. David Face authentication system using pseudo Zernike moments on wavelet subband Proc. IEICE Electr. Exp. 1 10 2004 275 280
34. Rejean Plamondon, Xiaolin Li, and Moussa Djioua Extraction of delta-lognormal parameters from handwriting strokes J. Frontiers Comput. Sci. China 1 2007 106 113 (Pubitemid 47136963)
35. A. Padilla-Vivanco, A. Martinez-Ramirez, and F. Granados-Agustin Digital image reconstruction by Zernike moments Proc. Opt. Atmos. Propagation Adaptive Systems VI 5237 2003 281 289
36. K.R. Radhika, S.V. Sheela, M.K. Venkatesha, and G.N. Sekhar Multi-modal authentication using continuous dynamic programming Proc. Internat. Conf. Biometric ID Management and Multimodal Communication LNCS vol. 5707 2009 Springer 228 235
37. K.R. Radhika, M.K. Venkatesha, and G.N. Sekhar On-line signature authentication using Zernike moments Proc. IEEE Internat. Conf. Biometrics: Theory, Appl. Systems 2009 1 4
38. K.R. Radhika, M.K. Venkatesha, and G.N. Sekhar A novel approach for authentication of on-line handwritten signature based on residuals, poles and zeros Internat. J. Pattern Recognition Artif. Intell. 25 1 2011 1 24
39. Arnold Wiliem, Vamsi Krishna Madasu, Wageeh Boles, and Prasad Yarlagadda A face recognition approach using Zernike moments for video surveillance Proc. RNSA Security Technol. Conf. 1 2007 341 355
40. Chong-Yaw Wee, and Raveendran Paramesran On the computational aspects of Zernike moments J. Image Vision Comput. 25 2007 967 980 (Pubitemid 46528593)
41. James C. Wyant Applied Optics and Optical Engineering vol. 1 1992 Academic Press
42. Degui Xiao, and Lei Yang Gait recognition using Zernike moments and BP neural network Proc. IEEE Internat. Conf. Networking Sensing Control 1 2008 418 423
43. Hongqing Zhu, Min Liu, Hanjie Ji, and Yu Li Combined invariants to blur and rotation using Zernike moment descriptors J. Pattern Anal. Appl. 1 2009 1 2
44. Dengsheng Zhang, and Guojun Lu Improving retrieval performance of Zernike moment descriptor on affined shapes Proc. IEEE Internet. Conf. Multimedia Expo. 1 2002 205 208