Offline signature verification through probabilistic neural network

Ooi Shih Yin, Andrew Teoh Beng Jin, Hiew Bee Yan, Pang Ying Han

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Abstract

In this paper, we show the positive potential of verifying the offline handwritten signatures through discrete Radon transform (DRT), principle component analysis (PCA) and probabilistic neural network (PNN). Satisfactory results are obtained with 1.51%, 3.23%, and 13.07% equal error rate (EER) for random, casual, and skilled forgeries respectively on our independent database.

Original languageEnglish
Title of host publication18th International Conference in Central Europe on Computer Graphics, Visualization and Computer Vision, WSCG 2010 - In Co-operation with EUROGRAPHICS, Full Papers Proceedings
Pages31-38
Number of pages8
Publication statusPublished - 2010 Dec 1
Event18th International Conference in Central Europe on Computer Graphics, Visualization and Computer Vision, WSCG 2010 - Plzen, Czech Republic
Duration: 2010 Feb 12010 Feb 4

Publication series

Name18th International Conference in Central Europe on Computer Graphics, Visualization and Computer Vision, WSCG 2010 - In Co-operation with EUROGRAPHICS, Full Papers Proceedings

Other

Other18th International Conference in Central Europe on Computer Graphics, Visualization and Computer Vision, WSCG 2010
CountryCzech Republic
CityPlzen
Period10/2/110/2/4

All Science Journal Classification (ASJC) codes

  • Computer Graphics and Computer-Aided Design
  • Computer Vision and Pattern Recognition

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    Yin, O. S., Jin, A. T. B., Yan, H. B., & Han, P. Y. (2010). Offline signature verification through probabilistic neural network. In 18th International Conference in Central Europe on Computer Graphics, Visualization and Computer Vision, WSCG 2010 - In Co-operation with EUROGRAPHICS, Full Papers Proceedings (pp. 31-38). (18th International Conference in Central Europe on Computer Graphics, Visualization and Computer Vision, WSCG 2010 - In Co-operation with EUROGRAPHICS, Full Papers Proceedings).