Online signature verification using neural network and pearson correlation features

• المؤلفون الرئيسيون: Iranmanesh V., Ahmad S.M.S., Wan Adnan W.A., Malallah F.L., Yussof S.
• مؤلفون آخرون: 56047920000
• التنسيق: Conference paper
• منشور في: IEEE Computer Society 2023
• الموضوعات: Feature extraction; Neural network; Online signature verification; Pattern recognition; Pearson correlation coefficients; Neural networks; Back propagation neural networks; On-line signature verification; Pearson correlation; Pen-pressure; Correlation methods

In this paper, we proposed a method for feature extraction in online signature verification. We first used signature coordinate points and pen pressure of all signatures, which are available in the SIGMA database. Then, Pearson correlation coefficients were selected for feature extraction. The obtai...