Offline signature verification using artificial neural network / Mohd Hafiz Hilmi Abdul Ghani

A person signature has many potential to be duplicated. The high risk of signature duplication happen nowadays that involve with high value of financial transaction. By using manual detection it is difficult to verify because of the similarity of duplication. Therefore, these problems need a mechan...

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Main Author:	Abdul Ghani, Mohd Hafiz Hilmi
Format:	Thesis
Language:	English
Published:	2012
Subjects:	T Technology (General)
Online Access:	https://ir.uitm.edu.my/id/eprint/30042/1/TD_MOHD%20HAFIZ%20ABDUL%20GHANI%20CS%20T%2012_5.pdf
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id	my-uitm-ir.30042
record_format	uketd_dc
spelling	my-uitm-ir.300422020-04-30T14:02:46Z Offline signature verification using artificial neural network / Mohd Hafiz Hilmi Abdul Ghani 2012 Abdul Ghani, Mohd Hafiz Hilmi T Technology (General) Information technology. Information systems A person signature has many potential to be duplicated. The high risk of signature duplication happen nowadays that involve with high value of financial transaction. By using manual detection it is difficult to verify because of the similarity of duplication. Therefore, these problems need a mechanism that is capable to detect and protect their assets from being harmed and exploited by attackers. This project focuses on signature verification using Artificial Neural Network algorithm. The objective of this project is to develop a signature verification prototype system using Artificial Neural Network technique that is capable to verify whether the signature belongs to the same person or not.This project is using an offline method where the signature needs to be scanned first before entering the next phase in order to verify the signature. As a result of this project, the system successfully verifies the signature based on the Neural Network algorithm. It is hoped that this project will give benefits to other researcher in order to continue the same research in the same field 2012 Thesis https://ir.uitm.edu.my/id/eprint/30042/ https://ir.uitm.edu.my/id/eprint/30042/1/TD_MOHD%20HAFIZ%20ABDUL%20GHANI%20CS%20T%2012_5.pdf text en public degree Universiti Teknologi MARA,Terengganu Faculty of Computer and Mathematical Science Dahlan, Azlin
institution	Universiti Teknologi MARA
collection	UiTM Institutional Repository
language	English
advisor	Dahlan, Azlin
topic	T Technology (General) T Technology (General)
spellingShingle	T Technology (General) T Technology (General) Abdul Ghani, Mohd Hafiz Hilmi Offline signature verification using artificial neural network / Mohd Hafiz Hilmi Abdul Ghani
description	A person signature has many potential to be duplicated. The high risk of signature duplication happen nowadays that involve with high value of financial transaction. By using manual detection it is difficult to verify because of the similarity of duplication. Therefore, these problems need a mechanism that is capable to detect and protect their assets from being harmed and exploited by attackers. This project focuses on signature verification using Artificial Neural Network algorithm. The objective of this project is to develop a signature verification prototype system using Artificial Neural Network technique that is capable to verify whether the signature belongs to the same person or not.This project is using an offline method where the signature needs to be scanned first before entering the next phase in order to verify the signature. As a result of this project, the system successfully verifies the signature based on the Neural Network algorithm. It is hoped that this project will give benefits to other researcher in order to continue the same research in the same field
format	Thesis
qualification_level	Bachelor degree
author	Abdul Ghani, Mohd Hafiz Hilmi
author_facet	Abdul Ghani, Mohd Hafiz Hilmi
author_sort	Abdul Ghani, Mohd Hafiz Hilmi
title	Offline signature verification using artificial neural network / Mohd Hafiz Hilmi Abdul Ghani
title_short	Offline signature verification using artificial neural network / Mohd Hafiz Hilmi Abdul Ghani
title_full	Offline signature verification using artificial neural network / Mohd Hafiz Hilmi Abdul Ghani
title_fullStr	Offline signature verification using artificial neural network / Mohd Hafiz Hilmi Abdul Ghani
title_full_unstemmed	Offline signature verification using artificial neural network / Mohd Hafiz Hilmi Abdul Ghani
title_sort	offline signature verification using artificial neural network / mohd hafiz hilmi abdul ghani
granting_institution	Universiti Teknologi MARA,Terengganu
granting_department	Faculty of Computer and Mathematical Science
publishDate	2012
url	https://ir.uitm.edu.my/id/eprint/30042/1/TD_MOHD%20HAFIZ%20ABDUL%20GHANI%20CS%20T%2012_5.pdf
_version_	1783734083851911168

Offline signature verification using artificial neural network / Mohd Hafiz Hilmi Abdul Ghani

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