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Shape-based image retrieval of Malaysia birds / Nur Hanisah Hasni

In this project, Shape-Based Image Retrieval of Malaysia Birds is proposed. An earlier development of Malaysia Birds Image Retrieval system using color layout descriptor was done. It used color as the feature representation to retrieve similar images from the user's query image of a bird. This...

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Main Author: Hasni, Nur Hanisah
Format: Thesis
Language:English
Published: 2017
Online Access:https://ir.uitm.edu.my/id/eprint/87217/1/87217.pdf
https://ir.uitm.edu.my/id/eprint/87217/
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spelling my.uitm.ir.872172024-02-19T01:48:20Z https://ir.uitm.edu.my/id/eprint/87217/ Shape-based image retrieval of Malaysia birds / Nur Hanisah Hasni Hasni, Nur Hanisah In this project, Shape-Based Image Retrieval of Malaysia Birds is proposed. An earlier development of Malaysia Birds Image Retrieval system using color layout descriptor was done. It used color as the feature representation to retrieve similar images from the user's query image of a bird. This project attempts to improve the retrieval accuracy by adding the element of shape of the birds in order to retrieve the same set of the query image. Edge histogram descriptor (EHD) is used as the shape feature to describe the birds. The project is developed using Microsoft Visual Studio 2017 with C# programming language. EHD is used to extract the feature of the birds before with retrieval process. After dividing the image into sub-images, EHD will detects the edges as there are five types of edges, namely four directional edges and one non-directional edge. 2017 Thesis NonPeerReviewed text en https://ir.uitm.edu.my/id/eprint/87217/1/87217.pdf Shape-based image retrieval of Malaysia birds / Nur Hanisah Hasni. (2017) Degree thesis, thesis, Universiti Teknologi MARA (UiTM).
institution Universiti Teknologi Mara
building Tun Abdul Razak Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Teknologi Mara
content_source UiTM Institutional Repository
url_provider http://ir.uitm.edu.my/
language English
description In this project, Shape-Based Image Retrieval of Malaysia Birds is proposed. An earlier development of Malaysia Birds Image Retrieval system using color layout descriptor was done. It used color as the feature representation to retrieve similar images from the user's query image of a bird. This project attempts to improve the retrieval accuracy by adding the element of shape of the birds in order to retrieve the same set of the query image. Edge histogram descriptor (EHD) is used as the shape feature to describe the birds. The project is developed using Microsoft Visual Studio 2017 with C# programming language. EHD is used to extract the feature of the birds before with retrieval process. After dividing the image into sub-images, EHD will detects the edges as there are five types of edges, namely four directional edges and one non-directional edge.
format Thesis
author Hasni, Nur Hanisah
spellingShingle Hasni, Nur Hanisah
Shape-based image retrieval of Malaysia birds / Nur Hanisah Hasni
author_facet Hasni, Nur Hanisah
author_sort Hasni, Nur Hanisah
title Shape-based image retrieval of Malaysia birds / Nur Hanisah Hasni
title_short Shape-based image retrieval of Malaysia birds / Nur Hanisah Hasni
title_full Shape-based image retrieval of Malaysia birds / Nur Hanisah Hasni
title_fullStr Shape-based image retrieval of Malaysia birds / Nur Hanisah Hasni
title_full_unstemmed Shape-based image retrieval of Malaysia birds / Nur Hanisah Hasni
title_sort shape-based image retrieval of malaysia birds / nur hanisah hasni
publishDate 2017
url https://ir.uitm.edu.my/id/eprint/87217/1/87217.pdf
https://ir.uitm.edu.my/id/eprint/87217/
_version_ 1792159415170760704
score 13.211869

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