Digital Library of Zielona Góra contains 9 313 digital objects
Object
Title: Signature verification: A comprehensive study of the hidden signature method
Współtwórca:
Byrski, Aleksander - ed. ; Kisiel-Dorohinicki, Marek - ed. ; Dobrowolski, Grzegorz - ed.
Podtytuł:
Tytuł publikacji grupowej:
Abstract:
Many handwritten signature verification algorithms have been developed in order to distinguish between genuine signatures and forgeries. An important group of these methods is based on dynamic time warping (DTW). Traditional use of DTW for signature verification consists in forming a misalignment score between the verified signature and a set of "template signatures". The right selection of template signatures has a big impact on that verification. In this article, we describe our proposition for replacing the template signatures with the "hidden signature" - an artificial signature which is created by minimizing the mean misalignment between itself and the signatures from the enrollment set. ; We present a few hidden signature estimation methods together with their comprehensive comparison. The hidden signature opens a number of new possibilities for signature analysis. We apply statistical properties of the hidden signature to normalize the error signal of the verified signature and to use the misalignment on the normalized errors as a verification basis. A result, we achieve satisfying error rates that allow creating an on-line system, ready for operating in a real-world environment.
Wydawca:
Zielona Góra: Uniwersytet Zielonogórski
Identyfikator zasobu:
DOI:
Strony:
Źródło:
AMCS, volume 25, number 3 (2015) ; click here to follow the link
Jezyk:
Licencja CC BY 4.0:
Prawa do dysponowania publikacją:
Biblioteka Uniwersytetu Zielonogórskiego
Object collections:
- Repository > Faculties > Faculty of Computer, Electrical and Control Engineering
- Repository > Types of work > Articles
- Repository > Scientific journals and UZ publishing series > International Journal of Applied Mathematics and Computer Science (AMCS) > International Journal of Applied Mathematics and Computer Science (AMCS) (2015)
Last modified:
Jul 14, 2025
In our library since:
May 6, 2024
Number of object content hits:
150
All available object's versions:
https://zbc.uz.zgora.pl/repozytorium/publication/88909
Show description in RDF format:
Show description in OAI-PMH format:
-
-
-
-
-
-
-
-
-
-
-
-
-
International Journal of Applied Mathematics and Computer Science (AMCS), volume 25, number 1 (2015)
-
International Journal of Applied Mathematics and Computer Science (AMCS), volume 25, number 2 (2015)
-
International Journal of Applied Mathematics and Computer Science (AMCS), volume 25, number 3 (2015)
-
International Journal of Applied Mathematics and Computer Science (AMCS), volume 25, number 4 (2015)
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
| Edition name | Date |
|---|---|
| Signature verification: A comprehensive study of the hidden signature method | Jul 14, 2025 |
Objects Similar
Ptak, Roman Żygadło, Bartosz Unold, Olgierd Korbicz, Józef (1951- ) - red. Uciński, Dariusz - red.
Marteau, Pierre-Francois Kobusińska, Anna - ed. Hsu, Ching-Hsien - ed. Lin, Kwei-Jay - ed.
Babczyński, Tomasz Ptak, Roman Kołodziej, Joanna - ed. Pllana, Sabri - ed. Vitabile , Salvatore - ed.
Auer, Ekaterina Luther, Wolfram Rauh, Andreas - ed. Auer, Ekaterina - ed. Hofer,Eberhard P. - ed. Luther, Wolfram - ed.
Pułka, Andrzej Makowski, Ryszard - ed. Zarzycki, Jan - ed.
Clempner, Julio Korbicz, Józef (1951- ) - red. Uciński, Dariusz - red.
Yilmaz, Mustafa Berkay Öztürk, Kagan Korbicz, Józef (1951- ) - red. Uciński, Dariusz - red.
Speck, Andreas Pulvermüller, Elke Jerger, Michael Franczyk, Bogdan Korbicz, Józef (1951- ) - red. Uciński, Dariusz - red.
