Offline signature verification system using hidden markov model (HMM) analysis of varying number of states and state transition topology

• Main Authors: Bakri N.B., Ahmad S.M.S., Shakil A.
• Other Authors: 36805728300
• Format: Article
• Published: 2023
• Subjects: Hidden Markov; Offline Signature Biometrics; Biometrics; Image processing; Design and Development; Forged signature sample; Hidden Markov modeling; Number of state; Off-line signature verification; Signature images; State transitions; Testing results; Hidden Markov models
• Institution: Universiti Tenaga Nasional

This paper describes the design and development of an offline signature verification system that is based on Hidden Markov Modeling (HMM) technique performed on a series of a localized direction feature extracted from a scanned signature image. It also describes the analysis of the testing results b...