Classification of thumbprint using Artificial Neural Network (ANN) / Nurafizah Zakaria

This thesis presents the classification of thumbprint using Artificial Neural Network (ANN); The ANN technique is implemented in order to improve the minutia extraction techniques. The classification of thumbprint is used in order to match the person's identification and train the data by using...

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Main Author:	Zakaria, Nurafizah
Format:	Thesis
Language:	English
Published:	2011
Subjects:	Neural networks (Computer science) Computer simulation
Online Access:	https://ir.uitm.edu.my/id/eprint/69369/1/69369.pdf
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id	my-uitm-ir.69369
record_format	uketd_dc
spelling	my-uitm-ir.693692023-03-27T07:22:26Z Classification of thumbprint using Artificial Neural Network (ANN) / Nurafizah Zakaria 2011 Zakaria, Nurafizah Neural networks (Computer science) Computer simulation This thesis presents the classification of thumbprint using Artificial Neural Network (ANN); The ANN technique is implemented in order to improve the minutia extraction techniques. The classification of thumbprint is used in order to match the person's identification and train the data by using ANN. The data of thumbprint is taken from five different people. For each person, 30 thumbprint data is taken. All the data will be the input for artificial neural network for learning purposes. All the data will be adjusted using Corel. Then by using Matlab software, the data is trained and tested according to the artificial neural network program; This is to ensure that the output is matched with the input data. This is shown in a graph whether the system is sufficient enough of training the thumbprint data. It can also be used effectively in order to classify the person identification. Therefore, the result shows that the system is highly accurate in training the data. For further enhancement the overall system to identify the person identification should be developed. 2011 Thesis https://ir.uitm.edu.my/id/eprint/69369/ https://ir.uitm.edu.my/id/eprint/69369/1/69369.pdf text en public degree Universiti Teknologi MARA (UiTM) Faculty of Electrical Engineering Nairn, Nani Fadzlina Mohd Yassin, Ahmad Disan
institution	Universiti Teknologi MARA
collection	UiTM Institutional Repository
language	English
advisor	Nairn, Nani Fadzlina Mohd Yassin, Ahmad Disan
topic	Neural networks (Computer science) Computer simulation
spellingShingle	Neural networks (Computer science) Computer simulation Zakaria, Nurafizah Classification of thumbprint using Artificial Neural Network (ANN) / Nurafizah Zakaria
description	This thesis presents the classification of thumbprint using Artificial Neural Network (ANN); The ANN technique is implemented in order to improve the minutia extraction techniques. The classification of thumbprint is used in order to match the person's identification and train the data by using ANN. The data of thumbprint is taken from five different people. For each person, 30 thumbprint data is taken. All the data will be the input for artificial neural network for learning purposes. All the data will be adjusted using Corel. Then by using Matlab software, the data is trained and tested according to the artificial neural network program; This is to ensure that the output is matched with the input data. This is shown in a graph whether the system is sufficient enough of training the thumbprint data. It can also be used effectively in order to classify the person identification. Therefore, the result shows that the system is highly accurate in training the data. For further enhancement the overall system to identify the person identification should be developed.
format	Thesis
qualification_level	Bachelor degree
author	Zakaria, Nurafizah
author_facet	Zakaria, Nurafizah
author_sort	Zakaria, Nurafizah
title	Classification of thumbprint using Artificial Neural Network (ANN) / Nurafizah Zakaria
title_short	Classification of thumbprint using Artificial Neural Network (ANN) / Nurafizah Zakaria
title_full	Classification of thumbprint using Artificial Neural Network (ANN) / Nurafizah Zakaria
title_fullStr	Classification of thumbprint using Artificial Neural Network (ANN) / Nurafizah Zakaria
title_full_unstemmed	Classification of thumbprint using Artificial Neural Network (ANN) / Nurafizah Zakaria
title_sort	classification of thumbprint using artificial neural network (ann) / nurafizah zakaria
granting_institution	Universiti Teknologi MARA (UiTM)
granting_department	Faculty of Electrical Engineering
publishDate	2011
url	https://ir.uitm.edu.my/id/eprint/69369/1/69369.pdf
_version_	1783735870521606144

Classification of thumbprint using Artificial Neural Network (ANN) / Nurafizah Zakaria

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