Rabasse, C. and Guest, R.M. and Fairhurst, M.C. (2007) A Method for the Synthesis of Dynamic Biometric Signature Data. In: Document Analysis and Recognition, 2007. ICDAR 2007. Ninth International Conference on, 23-26 Sept. 2007, Curitiba, Brazil.
|The full text of this publication is not available from this repository. (Contact us about this Publication)|
This paper describes a novel method for the generation of synthetic handwritten signatures, in the form of a series of time-stamped pen data channels, for use in dynamic signature verification experimentation. The technique introduces modelled variability within the generated data based on variation that is naturally found within genuine source data. Experimentation using the SVC2004 dataset and a commercial signature verification engine shows that the synthesized data achieves comparative verification performance to the use of genuine data.
|Item Type:||Conference or workshop item (Paper)|
|Subjects:||T Technology > TK Electrical engineering. Electronics Nuclear engineering > TK7800 Electronics (see also: telecommunications) > TK7880 Applications of electronics (inc industrial & domestic) > TK7882.B56 Biometrics|
|Divisions:||Faculties > Science Technology and Medical Studies > School of Engineering and Digital Arts > Image and Information Engineering|
|Depositing User:||Yiqing Liang|
|Date Deposited:||12 Aug 2008 15:35|
|Last Modified:||14 Jan 2010 14:18|
|Resource URI:||http://kar.kent.ac.uk/id/eprint/4914 (The current URI for this page, for reference purposes)|
- Depositors only (login required):