Differentiation of Signature Traits vis-à-vis Mobile- and Table- Based Digitizers

ETRI Journal

关键词: biometrics;    Dynamic signature verification;   

Others  :  1185004
DOI  :  10.4218/etrij.04.0104.0030

【 摘 要 】

As the use of signatures for identification purposes is pervasive in society and has a long history in business, dynamic signature verification (DSV) could be an answer to authenticating a document signed electronically and establishing the identity of that document in a dispute. DSV has the advantage in that traits of the signature can be collected on a digitizer. The research question of this paper is to understand how the individual variables vary across devices. In applied applications, this is important because if the signature variables change across the digitizers this will impact performance and the ability to use those variable. Understanding which traits are consistent across devices will aid dynamic signature algorithm designers to create more robust algorithms.

   

【 参考文献 】

• [1]R. Martens and L. Claesen, "On-Line Signature Verifi­cation: Discrimination Emphasised, Document Analysis and Recognition," Proc. of the Fourth Int’l Conf., vol. 2, 1997, pp. 657-660.
• [2]H. Dullink, B. van Daalen, J. Nijhuis, L. Spaanenburg, and H. Zuidhof, Implementing a DSP Kernel for Online Dynamic Handwritten Signature Verification Us­ing the TMS320DSP Family (SPRA304), France: EFRIE, Dec., 1995, pp. 1-26.
• [3]F.D. Greiss, On-Line Signature Verification, Department of Computer Science, Michigan State University, May 2000.
• [4]J.P. Holmes, A Performance Evaluation of Biomet­ric Identification Devices, Scandia National Labs. (SANDIA91-0276), 1991.
• [5]Y. Komiya and T. Matsumoto, "On-Line Pen Input Sig­nature Verification PPI," Proc. of 6th Int’l Conf. on Neural Information Processing, vol. 3, 1999, pp. 1236 -1240.
• [6]F. Leclerc and R. Plamondon, Automatic Signature Verification: The State of the Art - 1989-1993, Progress in Automatic Signature Verification, pp. 3-21, Singapore, World Scientific Publishing Co., 1994.
• [7]L. Lee, T. Berger, and E. Aviczer, "Reliable On-Line Human Signature Verification Systems," IEEE Trans. on Pattern Analysis and Machine Intelligence, 1996, pp.643-647.
• [8]W.S. Lee, N. Mohankrishnan, and M. Paulik, "Im­proved Segmentation through Dynamic Time Warping for Signature Verification Using a Neural Network Classifier," 1998 Int’l Conf. on Image Processing, IEEE Signal Processing Society, 1998.
• [9]X. Li, M. Parizeau, and R. Plamondon, Segmentation and Reconstruction of On-Line Handwritten Scr. Pattern Recognition, 1998, pp. 675-684.
• [10]H. Ansano, A. Sumi, Z. Ramzan, and I. Zhu, Wireless Electronic Commerce Security, Nokia, http://wwvv.nokia.com (accessed Mar. 22, 2000).
• [11]S. Narayanaswamy, J. Hu, and R. Kashi, User Inter­face for a PCS Smart Phone, Proc. of the IEEE In­t’l Conf. on Multimedia Computing and Sys­tems, 1998.
• [12]Wacom Product Specification, Washington, USA: Wacom, http://www.wacom.com (accessed Nov. 20, 2000).
• [13]D.J. Hamilton, J. Whelan, A. McLaren, and I. MacIntyre, "Low Cost Dynamic Signature Verification System," European Convention on Security and Detention, London, UK: IEE, 1995, pp. 202-­206.
• [14]C. Schmidt and K.F. Kraiss, "Establishment of Per­sonalized Templates for Automatic Signature Verification," Proc. of the 1997 Document Analysis and Recognition, 1997, pp. 263-267.
• [15]M. Mingming and W. Wijesoma, "Automatic On-Line Signature Verification Based on Multiple Models," CIFEr’O 1: Computational Intelligence in Financial Eng. Conf., IEEE, 2000, pp. 30-33.
• [16]R. Plamondon and M. Parizeau, Signature Verifica­tion from Position, Velocity and Acceleration Signals: A Comparative Study, ICPR, 1988, pp. 260-265.
• [17]Interlink, E-Pad Data Sheet [Brochure], http://www.interlinkelectronics. com (accessed July 4, 2001).
• [18]D.M. Blackburn, M. Bone, P. Grother, and J. Phillips, "Facial Recognition Vendor Test 2000 Evaluation Report," http://www.frvt.org/DLs/FERET7.pdf (accessed May 2001).
• [19]T. Mansfield, G. Kelly, D. Chandler, and J. Kane, Biometric Product Testing Final Report, CESG Contract X92A/4009309, pp. 1- 36, http://www.cesg.gov.uk/site/ast/biometrics/media/BestPractice.pdf (accessed June 10, 2001).