Seventh International Conference on Document Analysis and Recognition (ICDAR'03) - Volume 1 An HMM On-line Signature Verifier Incorporating Signature Trajectories Edinburgh, Scotland August 03-August 06 ISBN: 0-7695-1960-1
Authentication of individuals is rapidly becoming an important issue. On-line signature verification is one of the methods that use biometric features. This paper proposes a new HMM algorithm is for on-line signature verification. After preprocessing, input signature is discretized in a polar coordinate system. This particular discretization leads to a simple procedure for assigning initial state and state transition probabilities.This paper utilizes only pen position trajectories, no other information is used which makes the algorithm simple and fast. A preliminary experiment shows that the proposed algorithm appears to be promising.
Citation:
Daigo Muramatsu, Takashi Matsumoto, "An HMM On-line Signature Verifier Incorporating Signature Trajectories," icdar, vol. 1, pp.438, Seventh International Conference on Document Analysis and Recognition (ICDAR'03) - Volume 1, 2003 Usage of this product signifies your acceptance of the Terms of Use. | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||