Signature Verification Using a Siamese Time Delay Neural Network

  title={Signature Verification Using a Siamese Time Delay Neural Network},
  author={Jane Bromley and Isabelle Guyon and Yann LeCun and Eduard S{\"a}ckinger and Roopak Shah},
This paper describes an algorithm for verification of signatures written on a pen-input tablet. The algorithm is based on a novel, artificial neural network, called a "Siamese" neural network. This network consists of two identical sub-networks joined at their outputs. During training the two sub-networks extract features from two signatures, while the joining neuron measures the distance between the two feature vectors. Verification consists of comparing an extracted feature vector ~ith a… CONTINUE READING
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A Time Delay Neural Network Character Recognizer for a Touch Terminal

  • I. Guyon, P. Albrecht, Y. LeCun, J. S. Denker, W. Hubbard
  • Pattern Recognition,
  • 1990
Highly Influential
4 Excerpts

On-line signature verification incorporating the direction of pen movement - an experimental examination of the effectiveness", in From pixel, to features III: frontiers in Handwriting recognition

  • I. Yoshimura, M. Yoshimura
  • 1992
1 Excerpt

Dynamic approaches to handwritten signature verification

  • G. Lorette, R. Plamondon
  • Computer processing of handwriting,
  • 1990
1 Excerpt

Generalization and Network Design Strategies

  • Y. LeCun
  • Technical Report CRG-TR89-4 University of Toronto…
  • 1989
2 Excerpts

A Time Delay Neural Network Architecture for Speech Recognition

  • J. Lang, G. E. Hinton
  • Technical Report CMU-cs-88-152,
  • 1988
1 Excerpt

Automatic signature verification based on accelerometry

  • N. M. Herbst, C. N. Liu
  • IBM J. Re,. Develop.,
  • 1977
2 Excerpts

Numerical comparison of similarly structured data perturbed by random variations, as found in handwritten signatures

  • C. E. Strangio
  • Technical Report, Dept. of Elect. Eng.,
  • 1976
2 Excerpts

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