Empirical mode decomposition for online handwritten signature verification

T Hafs, L Bennacer, M Boughazi, A Nait‐Ali - IET Biometrics, 2016 - Wiley Online Library
IET Biometrics, 2016Wiley Online Library
The handwritten signature is a biometric method used to verify a person's identity. This study
lies within the scope of an online handwritten signature verification system, in which a
signature is modelled by an analytical approach based on the empirical mode
decomposition. The organised system is tested on the SVC2004 task1 and MYCT‐100
databases. The implemented evaluation protocol shows the importance of the adopted
method and allows obtaining an equal error rate of 1.83 and 2.23% for the SVC2004 task1 …
The handwritten signature is a biometric method used to verify a person's identity. This study lies within the scope of an online handwritten signature verification system, in which a signature is modelled by an analytical approach based on the empirical mode decomposition. The organised system is tested on the SVC2004 task1 and MYCT‐100 databases. The implemented evaluation protocol shows the importance of the adopted method and allows obtaining an equal error rate of 1.83 and 2.23% for the SVC2004 task1 and the MYCT‐100 databases, respectively.
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