Offline Signature Verification and Recognition using Neural Network
International Journal of Science and Research (IJSR)

International Journal of Science and Research (IJSR)
www.ijsr.net | Open Access | Fully Refereed | Peer Reviewed International Journal

ISSN: 2319-7064

Research Paper | Computer Science & Engineering | India | Volume 2 Issue 8, August 2013

Offline Signature Verification and Recognition using Neural Network

Ankit Arora, Aakanksha S. Choubey

Authentication of a person is the major concern in this era for security purposes. In biometric systems Signature is one of the behavioural features used for the authentication purpose. In this paper we work on the offline signature collected through different persons. Morphological operations are applied on these signature images with Hough transform to determine regular shape which assists in authentication process. The values extracted from this Hough space is used in the feed forward neural network which is trained using back-propagation algorithm. After the different training stages efficiency found above more than 95 %. Application of this system will be in the security concerned fields, in the defence security, biometric authentication, as biometric computer protection or as method of the analysis of persons behaviour changes.

Keywords: Biometrics, Signature, Back propagation, Artificial Neural Network

Edition: Volume 2 Issue 8, August 2013

Pages: 196 - 200

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How to Cite this Article?

Ankit Arora, Aakanksha S. Choubey, "Offline Signature Verification and Recognition using Neural Network", International Journal of Science and Research (IJSR), https://www.ijsr.net/search_index_results_paperid.php?id=02013245, Volume 2 Issue 8, August 2013, 196 - 200

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