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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
Daigo Muramatsu, Waseda University, Tokyo, Japan
Takashi Matsumoto, Waseda University, Tokyo, Japan
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
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