12 October 2006 On-line signature verification using dynamic time warping with positional coordinates
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Proceedings Volume 6347, Photonics Applications in Astronomy, Communications, Industry, and High-Energy Physics Experiments 2006; 634724 (2006) https://doi.org/10.1117/12.714582
Event: Photonics Applications in Astronomy, Communications, Industry, and High-Energy Physics Experiments 2006, 2006, Wilga, Poland
Abstract
This paper gives a view of the signature verification approached through the dynamic time warping. Warping is performed in a subspace of the observation space to enhance the important differences between the tested signatures. Very good results were obtained for the alignment based only on the pen position data. The templates were created using 5 signatures of each person thus enabling to estimate the spreads of signature components and use them for threshold scaling. For 170 volunteers we obtained 1.86% false rejections with false acceptance rate of 1.04%. The algorithms have a cascade form, which simplifies and speeds up the calculations.
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Joanna Putz-Leszczyska, Joanna Putz-Leszczyska, } "On-line signature verification using dynamic time warping with positional coordinates", Proc. SPIE 6347, Photonics Applications in Astronomy, Communications, Industry, and High-Energy Physics Experiments 2006, 634724 (12 October 2006); doi: 10.1117/12.714582; https://doi.org/10.1117/12.714582
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