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:
Online Access:https://ir.uitm.edu.my/id/eprint/69369/1/69369.pdf
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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