Selection of reference signatures for automatic signature verification
Vincenzo Di Lecce, Giovanni Dimauro, A. Guerriero, Stefano Vittorio Impedovo, Giuseppe Pirlo, Anna Eugenia Salzo, Lucia Sarcinella · 1999
This paper presents an effective procedure to select the reference specimens for a signature verification system. Specifically, from the analysis of local stability in handwritten signatures, a suitable measure is proposed to determine the capability of different sets of signatures in supporting effective verification. The measure uses a correlation-based criterium which detects and recovers non-linear time distortions in different specimens. In the experimental test, the selected set of signatures has been used for reference in a system for dynamic signature verification based on a multi-expert verification strategy. The experimental results points out the capability of the new technique in selecting effective reference signatures.