Offline signature verification using deep learning convolutional neural network (CNN) architectures googlenet inception-v1 and inception-v3

• Main Authors: Jahandad, Jahandad, Mohd. Sam, S., Kamardin, K., Sjarif, N. N. A.
• Format: Article
• Published: Elsevier Ltd. 2019
• Subjects: TK Electrical engineering. Electronics Nuclear engineering
• Online Access: http://eprints.utm.my/id/eprint/91874/; http://dx.doi.org/10.1016/j.procs.2019.11.147
• Institution: Universiti Teknologi Malaysia

Biometric systems such as signature verification are highly viable in order to identify individuals in organizations or in finance divisions. Advancement in classification of images using deep learning networks has opened an opportunity for this problem. In this study, the largest available handwrit...