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ANN Based Handwritten Signature Recognition System

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Volume-5 | Innovative Development of Modern Research

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ANN Based Handwritten Signature Recognition System


Myat Mon Kyaw | San San Nwe | Myint Myint Yee



Myat Mon Kyaw | San San Nwe | Myint Myint Yee "ANN Based Handwritten Signature Recognition System" Published in International Journal of Trend in Scientific Research and Development (ijtsrd), ISSN: 2456-6470, Volume-3 | Issue-5, August 2019, pp.2094-2097, URL: https://www.ijtsrd.com/papers/ijtsrd27866.pdf

Handwritten Signature Veri?cation (HSV) is an automated method of verifying a signature by capturing features about a signature’s shape (i.e., static features) and the characteristics of how the person signs his/her name in real-time (i.e., dynamic features). This system provides a method of handwritten signature recognition and verification using the shapes of the signatures, artificial neural network and neural network simulation tool. The shapes of signatures are used to find the features points for features extraction. Then the extracted features are trained by using artificial neural network. A comparison of extracted features is done between the original signature and other relative signatures by using neural simulation toolbox. If the features are matched, the system shows that the signature is verified and the person is authorized and unauthorized.

HSV, artificial neural network


IJTSRD27866
Volume-3 | Issue-5, August 2019
2094-2097
IJTSRD | www.ijtsrd.com | E-ISSN 2456-6470
Copyright © 2019 by author(s) and International Journal of Trend in Scientific Research and Development Journal. This is an Open Access article distributed under the terms of the Creative Commons Attribution License (CC BY 4.0) (http://creativecommons.org/licenses/by/4.0)

International Journal of Trend in Scientific Research and Development - IJTSRD having online ISSN 2456-6470. IJTSRD is a leading Open Access, Peer-Reviewed International Journal which provides rapid publication of your research articles and aims to promote the theory and practice along with knowledge sharing between researchers, developers, engineers, students, and practitioners working in and around the world in many areas like Sciences, Technology, Innovation, Engineering, Agriculture, Management and many more and it is recommended by all Universities, review articles and short communications in all subjects. IJTSRD running an International Journal who are proving quality publication of peer reviewed and refereed international journals from diverse fields that emphasizes new research, development and their applications. IJTSRD provides an online access to exchange your research work, technical notes & surveying results among professionals throughout the world in e-journals. IJTSRD is a fastest growing and dynamic professional organization. The aim of this organization is to provide access not only to world class research resources, but through its professionals aim to bring in a significant transformation in the real of open access journals and online publishing.

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