Shape based image retrieval using hybrid legendre moments, moment invariants and fuzzy logic technique
Shape is one of the most important features used for Content Based Image Retrieva(CBIR). As compared to its other counterparts such as the color and texture features,shape plays an important part in the recognition of objects by human beings and it is also utilized in Shape Based Image Retrieval (S...
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my-umt-ir.-6852016-03-10T09:13:43Z Shape based image retrieval using hybrid legendre moments, moment invariants and fuzzy logic technique Kong, Kok Wah Shape is one of the most important features used for Content Based Image Retrieva(CBIR). As compared to its other counterparts such as the color and texture features,shape plays an important part in the recognition of objects by human beings and it is also utilized in Shape Based Image Retrieval (SBIR). The problems in SBIR are normally with its shape based descriptors. Therefore in this study, the problems of the low image retrieval ability in moment invariants and the inability of being rotation invariant for Legendre moments were tackled. Besides that, this study only focuses on the SBIR of binary shape images and the methods employed were region based shape descriptors namely Legendre moments and moment invariants. Moreover, in this thesis, a wide range of comparative study for SBIR using Legendre moments and moment invariants were done. Extensive experiments were carried out by using the 12 randomly selected query images from a database which consist of 1008 shape binary images. Fakulti Sains dan Teknologi 2009-05 Thesis en http://hdl.handle.net/123456789/685 http://umt-ir.umt.edu.my:8080/jspui/bitstream/123456789/685/1/TR%20594%20.K6%202009%20Abstract.pdf 6c53ce7be544330a0efea8e334be4d4f http://umt-ir.umt.edu.my:8080/jspui/bitstream/123456789/685/2/TR%20594%20.K6%202009.pdf 8f83e603521f80d918eb81db989a008c http://umt-ir.umt.edu.my:8080/jspui/bitstream/123456789/685/3/license.txt 8a4605be74aa9ea9d79846c1fba20a33 http://umt-ir.umt.edu.my:8080/jspui/bitstream/123456789/685/4/TR%20594%20.K6%202009%20Abstract.pdf.txt 271662cc7141b87831cabf0c1c9963cd http://umt-ir.umt.edu.my:8080/jspui/bitstream/123456789/685/5/TR%20594%20.K6%202009.pdf.txt 91ca42316f68a9c9611c9c5e1b0ad711 TR 594 .K6 2009 Kong, Kok Wah Shape based image retrieval using hybrid legendre moments, moment invariants and fuzzy logic technique Image processing -- Digital techniques Content-based image retrieval |
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TR 594 .K6 2009 TR 594 .K6 2009 TR 594 .K6 2009 Image processing -- Digital techniques Content-based image retrieval |
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TR 594 .K6 2009 TR 594 .K6 2009 TR 594 .K6 2009 Image processing -- Digital techniques Content-based image retrieval Kong, Kok Wah Shape based image retrieval using hybrid legendre moments, moment invariants and fuzzy logic technique |
description |
Shape is one of the most important features used for Content Based Image Retrieva(CBIR). As compared to its other counterparts such as the color and texture features,shape plays an important part in the recognition of objects by human beings and it is also
utilized in Shape Based Image Retrieval (SBIR). The problems in SBIR are normally
with its shape based descriptors. Therefore in this study, the problems of the low image
retrieval ability in moment invariants and the inability of being rotation invariant for
Legendre moments were tackled. Besides that, this study only focuses on the SBIR of binary shape images and the methods employed were region based shape descriptors namely Legendre moments and moment invariants. Moreover, in this thesis, a wide range of comparative study for SBIR using Legendre moments and moment invariants were done. Extensive experiments were carried out by using the 12 randomly selected query images from a database which consist of 1008 shape binary images. |
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Thesis |
author |
Kong, Kok Wah |
author_facet |
Kong, Kok Wah |
author_sort |
Kong, Kok Wah |
title |
Shape based image retrieval using hybrid legendre moments, moment invariants and fuzzy logic technique |
title_short |
Shape based image retrieval using hybrid legendre moments, moment invariants and fuzzy logic technique |
title_full |
Shape based image retrieval using hybrid legendre moments, moment invariants and fuzzy logic technique |
title_fullStr |
Shape based image retrieval using hybrid legendre moments, moment invariants and fuzzy logic technique |
title_full_unstemmed |
Shape based image retrieval using hybrid legendre moments, moment invariants and fuzzy logic technique |
title_sort |
shape based image retrieval using hybrid legendre moments, moment invariants and fuzzy logic technique |
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Fakulti Sains dan Teknologi |
url |
http://umt-ir.umt.edu.my:8080/jspui/bitstream/123456789/685/1/TR%20594%20.K6%202009%20Abstract.pdf http://umt-ir.umt.edu.my:8080/jspui/bitstream/123456789/685/2/TR%20594%20.K6%202009.pdf |
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