Analysis of the effect of different features' performance on hidden markov modeling based online and offline signature verification systems

• Main Authors: Shakil A., Ahmad S.M.S., Anwar R.B.M., Balbed M.A.M.
• Other Authors: 24722081200
• Format: Conference Paper
• Published: 2023
• Subjects: Hidden Markov models; Pixels; Analysis techniques; Centre of gravity; Equal error rate; Hidden Markov modeling; Off-line signature verification; Offline; Pen-pressure; Signature verification; Skilled forgery; Online systems
• Institution: Universiti Tenaga Nasional

This paper presents a study on the performance of different features in distinguishing between genuine and forged signatures for HMM based online and offline signature verification systems. The online features considered in the study include speed, angle along the trajectory, pen pressure and accele...