Velocity and pressure-based partitions of horizontal and vertical trajectories for on-line signature verification

Pattern Recognition - Tập 43 - Trang 2817-2832 - 2010
Muhammad Talal Ibrahim1, M. Aurangzeb Khan2, Khurram Saleem Alimgeer2, M. Khalid Khan3, Imtiaz A. Taj4, Ling Guan1
1Ryerson Multimedia Research Lab, Ryerson University, Toronto, Canada
2Department of Electrical Engineering, COMSATS Institute of Information Technology, Islamabad, Pakistan
3Centre for Image Analysis, Uppsala University, Uppsala, Sweden
4Department of Electronics Engineering, Mohammad Ali Jinnah University, Islamabad, Pakistan

Tài liệu tham khảo

A.A. Kholmatov, Biometric identity verification using on-line and off-line signature verification, M.S. Thesis, Graduate School of Engineering and Natural Sciences, Sabanci University, 2003. Yi, 2005, Online signature verification using temporal shift estimated by phase of gabor filter, IEEE Trans. Signal Process., 53, 776, 10.1109/TSP.2004.839914 W. Nelson, E. Kishon, Use of dynamic features for signature verification, in: IEEE International Conference on Systems, Man and Cybernetics, October 1991, pp. 201–205. T. Qu, A. El Saddik, A. Adler, A stroke based algorithm for dynamic signature verification, in: Canadian Conference on Electrical and Computer Engineering, vol. 1, May 2004, pp. 461–464. Kppenhaver, 2007 G. Dimauro, S. Impedovo, M.G. Luccchese, R. Modugno, G. Pirlo, Recent advancement in automatic signature verification, in: IEEE 9th International Workshop on Frontiers in Handwriting Recognition, October 2004, pp. 179–184. Khan, 2006, Velocity-image model for online signature verification, IEEE Trans. Image Process., 15, 3540, 10.1109/TIP.2006.877517 Gonzalez, 2002 R. Plamondon, M. Parizeau, Signature verification from position, velocity and acceleration signals: a comparative study, in: IEEE 9th International Conference on Pattern Recognition, vol. 2, November 1988, pp. 710–717. T. Hastie, E. Kishon, M. Clark, J. Fan, A model for signature verification, in: IEEE International Conference on Systems, Man and Cybernetics, vol. 1, July 1991, pp. 600–604. R. Plamondon, P. Yergeau, J.J. Brault, A multi-level signature verification system, in: From Pixels to Features III-Frontiers in Handwriting Recognition, 1992, pp. 363–370. M. Khalid Khan, M. Aurangzeb Khan, M.A.U. Khan, I. Ahmad, On-line signature verification by exploiting inter-feature dependencies, in: 18th International Conference on Pattern Recognition, vol. 2, 2006, pp. 796–799. F.R. Rioja, M.N. Mryatake, H.P. Meana, K. Toscano, Dynamic features extraction for on-line signature verification, in: 14th International Conference on Electronics, Communications and Computers, 2004, pp. 156–161. C.E. Pippin, Dynamic signature verification using local and global features, Technical Report, Georgia Institute of Information Technology, Atlanta, USA, July 2004. M. Khalid Khan, M. Aurangzeb Khan, M.A.U. Khan, S. Lee, Signature verification using velocity-based directional filter bank, in: IEEE Asia Pacific Conference on Circuits and Systems, APCCAS, 2006, December 2006, pp. 231–234. J. Richiardi, A. Drygajlo, Gaussian mixture models for on-line signature verification, in: ACM Workshop on Biometrics Methods and Applications (WBMA), November 2003, pp. 115–122. V.S. Nalwa, Automatic on-line signature verification, in: Proceedings of the IEEE, vol. 85, February 1997, pp. 213–239. M. Wrioutius, J.Y. Ramel, N. Vincent, Selection of points for on-line signature comparison, in: 9th International Workshop on Frontiers in Handwriting Recognition, October 2004, pp. 503–508. Ortega Garcia, 2003, Mcyt baseline corpus: a bimodal biometric database, IEE Proceedings - Vision, Image, and Signal Processing (VISP), 150, 395, 10.1049/ip-vis:20031078 Quan, 2007, Online signature verification based on the hybrid hmm/ann model, Int. J. Comput. Sci. Network Security, 7, 313 O. Miguel-Hurtado, L. Mengibar-Pozo, M.G. Lorenz, J. Liu-Jimenez, Online signature verification by dynamic time warping and Gaussian mixture models, in: IEEE 41st Annual Carnahan Conference on Security Technology, October 2007, pp. 23–29.