Identyfikatory
Warianty tytułu
Języki publikacji
Abstrakty
This paper presents the results of experiments on online signature verification. Information gathered during the signing process like pen trajectory, pressure, elevation and altitude is utilized to prove the authenticity of a signature or to detect a forgery attempt. Signature verification task is carried out by means of the Template Matching approach. The presented method is based on the signature description in terms of its local features and their relations. The comparison of features in the reference and tested signatures is conducted using Dynamic Time Warping technique.
Rocznik
Tom
Strony
35--40
Opis fizyczny
Bibliogr. 16 poz., rys., tab.
Twórcy
autor
- Faculty of Computer Science, Białystok Technical University, Wiejska 45A, 15-351 Białystok, Poland
autor
Bibliografia
- [1] ADAMSKI M., SAEED K., Heuristic Techniques for handwritten signature classification, International Scientific Journal of Computing, vol. 5, no.2, Ternopil, Ukraine, pp. 87-92, 2006.
- [2] FENG H, WAH CH., Online signature verification using a new extreme points warping technique, Pattern Recognition Letters, vol. 24, no. 16, pp. 2943-2951, December 2003
- [3] KEOGH E. J., PAZZANI M. J., Derivative Dynamic Time Warping, First SIAM International Conference on Data Mining Proceedings, Chicago, USA, pp. 187-194, 2001.
- [4] KHOLMATOV A., YANIKOGLU B., Identity authentication using improved online signature verification method, Pattern Recognition Letters, vol. 26, no. 15, pp. 2400-2408, November 2005.
- [5] LEE L., BERGER T., AVICZER E., Reliable on-line Human Signature Verification Systems, IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 18, no. 6, pp. 643-647, 1996.
- [6] LORETTE G., PLAMONDON R., Dynamic Approaches to Handwritten Signature Verification, Computer Processing of Handwriting, pp. 21-47, 1990.
- [7] MORI G., BELONGIE S., Malik J., Efficient shape matching using shape contexts, IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 27, no. 11, pp. 1832- 1837, 2005.
- [8] PARA T., PORWIK P., WRÓBEL K., On-line signature recognition metod based on Linear Regression, Journal of Medical Informatics and Technologies, vol. 11, Medical Informatics and Technologies : 12th International Conf., Osieczany, pp. 97-103, 2007.
- [9] SAKOE H., CHIBA S., Dynamic Programming Algorithm Optimization for Spoken Word Recognition, IEEE Transactions on Acoustics, Speech, and Signal Processing, vol. ASSP-26, no. 1, pp. 43-49, February 1978.
- [10] SAEED K., ADAMSKI M., Experimental Algorithm for Characteristic Points Evaluation in Static Images of Signatures, Biometrics, Computer Security Systems and Artificial Intelligence, Springer, New York, USA, pp. 89-98, 2006.
- [11] SAEED K., Efficient Method for On-Line Signature Verification, Proceedings of the International Conference on Computer Vision and Graphics, Vol. 2, Zakopane, Poland, pp. 25-29, 2002.
- [12] SANTOS C., JUSTINO E. J. R., BORTOLOZZI F., SABOURIN R., An Off-Line Signature Verification Method Based on the Questioned Document Expert's Approach and a Neural Network Classifier, Proceedings of the Ninth International Workshop on Frontiers in Handwriting Recognition, IEEE, Washington DC, USA, pp. 498-502, 2004.
- [13] SHAFIEI, M.M., RABIEE, H.R., A new online signature verification algorithm using variable length segmentation and hidden Markov models, Proc. of 7th International Conference on Document Analysis and Recognition, vol. 1, pp. 443-446, August 2003.
- [14] QIAO YU, JIANZHUANG LIU, XIAOOU TANG, Offline Signature Verification Using Online Handwriting Registration, IEEE Conference on Computer Vision and Pattern Recognition - CVPR '07, pp. 1-8, 2007.
- [15] YEUNG D., CHANG H., XIONG Y., GEORGE S., KASHI R.,MATSUMOTO T. AND RIGOLL G., SVC2004: First International Signature Verification Competition, Proceedings of the International Conference on Biometric Authentication, Hong Kong, pp. 16-22, 2004.
- [16] WEIPING H., XIUFEN Y., KEJUN W., A survey of off-line signature verification, Proceedings of International Conference on Intelligent Mechatronics and Automation, IEEE, pp. 536-541, 2004.
Typ dokumentu
Bibliografia
Identyfikator YADDA
bwmeta1.element.baztech-article-PWA4-0006-0004