Logo recognition using Artificial Neural Network (ANN) / Nor Hamidah Abdul Ghafar

This project is about logo recognition using Artificial Neural Network (ANN). In order to recognize the logo, a training phase using back propagation technique was implemented. Based on study of existing research, many image and pattern recognition has been done by using Artificial Neural Network...

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Bibliographic Details
Main Author:	Abdul Ghafar, Nor Hamidah
Format:	Student Project
Language:	English
Published:	Faculty of Computer and Mathematical Sciences 2005
Subjects:	Electronic computers. Computer science
Online Access:	http://ir.uitm.edu.my/id/eprint/1766/ http://ir.uitm.edu.my/id/eprint/1766/1/PPb_NOR%20HAMIDAH%20ABDUL%20GHAFAR%20CS%2005_5%20P01.pdf

id	uitm-1766
recordtype	eprints
spelling	uitm-17662019-11-14T04:49:41Z http://ir.uitm.edu.my/id/eprint/1766/ Logo recognition using Artificial Neural Network (ANN) / Nor Hamidah Abdul Ghafar Abdul Ghafar, Nor Hamidah Electronic computers. Computer science This project is about logo recognition using Artificial Neural Network (ANN). In order to recognize the logo, a training phase using back propagation technique was implemented. Based on study of existing research, many image and pattern recognition has been done by using Artificial Neural Network and back propagation technique. Logo was scanned or captured trough the Internet. There are five logo and each logo have four different size or fi-om different source. Logo must firstly done process of pre-processing by using MatLab 6.5 in order to normalize the logo to a specific size and for noise removal. In addition, the edge detection for the logo also used MatLab 6.5 to get the logo parameter and transform the logo into binary representation. The binary representation was used for the input node of neural network for back propagation training algorithm. To ensure a good performance of logo recognition prototype, numbers of experiments are done by adjusting the parameters of back propagation training algorithm. Finally, this research found that Artificial Neural Network and back propagation algorithm is suitable for image and pattern recognition. Faculty of Computer and Mathematical Sciences 2005 Student Project NonPeerReviewed text en http://ir.uitm.edu.my/id/eprint/1766/1/PPb_NOR%20HAMIDAH%20ABDUL%20GHAFAR%20CS%2005_5%20P01.pdf Abdul Ghafar, Nor Hamidah (2005) Logo recognition using Artificial Neural Network (ANN) / Nor Hamidah Abdul Ghafar. [Student Project] (Unpublished)
repository_type	Digital Repository
institution_category	Local University
institution	Universiti Teknologi MARA
building	UiTM Institutional Repository
collection	Online Access
language	English
topic	Electronic computers. Computer science
spellingShingle	Electronic computers. Computer science Abdul Ghafar, Nor Hamidah Logo recognition using Artificial Neural Network (ANN) / Nor Hamidah Abdul Ghafar
description	This project is about logo recognition using Artificial Neural Network (ANN). In order to recognize the logo, a training phase using back propagation technique was implemented. Based on study of existing research, many image and pattern recognition has been done by using Artificial Neural Network and back propagation technique. Logo was scanned or captured trough the Internet. There are five logo and each logo have four different size or fi-om different source. Logo must firstly done process of pre-processing by using MatLab 6.5 in order to normalize the logo to a specific size and for noise removal. In addition, the edge detection for the logo also used MatLab 6.5 to get the logo parameter and transform the logo into binary representation. The binary representation was used for the input node of neural network for back propagation training algorithm. To ensure a good performance of logo recognition prototype, numbers of experiments are done by adjusting the parameters of back propagation training algorithm. Finally, this research found that Artificial Neural Network and back propagation algorithm is suitable for image and pattern recognition.
format	Student Project
author	Abdul Ghafar, Nor Hamidah
author_facet	Abdul Ghafar, Nor Hamidah
author_sort	Abdul Ghafar, Nor Hamidah
title	Logo recognition using Artificial Neural Network (ANN) / Nor Hamidah Abdul Ghafar
title_short	Logo recognition using Artificial Neural Network (ANN) / Nor Hamidah Abdul Ghafar
title_full	Logo recognition using Artificial Neural Network (ANN) / Nor Hamidah Abdul Ghafar
title_fullStr	Logo recognition using Artificial Neural Network (ANN) / Nor Hamidah Abdul Ghafar
title_full_unstemmed	Logo recognition using Artificial Neural Network (ANN) / Nor Hamidah Abdul Ghafar
title_sort	logo recognition using artificial neural network (ann) / nor hamidah abdul ghafar
publisher	Faculty of Computer and Mathematical Sciences
publishDate	2005
url	http://ir.uitm.edu.my/id/eprint/1766/ http://ir.uitm.edu.my/id/eprint/1766/1/PPb_NOR%20HAMIDAH%20ABDUL%20GHAFAR%20CS%2005_5%20P01.pdf
first_indexed	2023-09-18T22:46:18Z
last_indexed	2023-09-18T22:46:18Z
_version_	1777417247326732288

Logo recognition using Artificial Neural Network (ANN) / Nor Hamidah Abdul Ghafar

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