Signature Verification Using a Siamese Time Delay Neural Network

@article{Bromley1993SignatureVU,
  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},
  journal={IJPRAI},
  year={1993},
  volume={7},
  pages={669-688}
}
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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