Online handwritten signature verification using neural network classifier based on principle component analysis

• Main Authors: Iranmanesh, Vahab, Syed Ahmad Abdul Rahman, Sharifah Mumtazah, Wan Adnan, Wan Azizun, Yussof, Salman, Arigbabu, Olasimbo Ayodeji, Malallah, Fahad Layth
• Format: Article
• Language: English
• Published: Hindawi Publishing Corporation 2014
• Online Access: http://psasir.upm.edu.my/id/eprint/34746/1/Online%20Handwritten%20Signature%20Verification%20Using%20Neural.pdf; http://psasir.upm.edu.my/id/eprint/34746/; http://www.hindawi.com/journals/tswj/2014/381469/abs/

One of the main difficulties in designing online signature verification (OSV) system is to find the most distinctive features with high discriminating capabilities for the verification, particularly, with regard to the high variability which is inherent in genuine handwritten signatures, coupled wit...