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http://hdl.handle.net/10553/70759
Title: | Weighted direct matching points for user stability model in multiple domains: A proposal for on-line signature verification | Authors: | Impedovo, Donato Pirlo, Giuseppe Diaz, Moises Ferrer, Miguel Angel |
UNESCO Clasification: | 3325 Tecnología de las telecomunicaciones | Keywords: | Biometrics Multidomain Stability Analysis On-Line Signature Verification Weighted Direct Matching Point |
Issue Date: | 2019 | Journal: | Proceedings Of The International Conference On Document Analysis And Recognition, Icdar | Conference: | 15th IAPR International Conference on Document Analysis and Recognition, ICDAR 2019 | Abstract: | On-line signature verification involves the use of many different features or domains. The most stable domains for a signer are analysed in this paper. For this purpose, stable domains are calculated with the weighted Direct Matching Points (ωDMP), which is a relaxed version of the classical DMP technique. In addition to the direct coupling, ωDMP also considers the information contained in the 1:N couplings from the Dynamic Time Warping algorithm. Using the ωDMP technique, state-of-the-art verification results are obtained, showing the capacity to outperform previous DMP techniques to calculate the local stability model of signers. | URI: | http://hdl.handle.net/10553/70759 | ISBN: | 9781728128610 | ISSN: | 1520-5363 | DOI: | 10.1109/ICDAR.2019.00213 | Source: | Proceedings of the International Conference on Document Analysis and Recognition, ICDAR [ISSN 1520-5363], p. 1320-1325 |
Appears in Collections: | Actas de congresos |
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