On-Line Signature Verification With Two-Stage Statistical Models

To make signature verification more accurate, we construct a system, which is composed of a simplified GMM model for global signature features, and a discrete HMM model for local signature features.

Off-line Signature Verification Incorporating the Prior Model

This paper presents an off-line signature verification system that only requires the genuine signatures of a new user.