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Texture feature extraction for endoscopic gastritis images

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Bibliographic Details
Main Author: Hasliza, Abdul Rahman
Other Authors: Dr. Yasmin Mohd. Yacob
Format: Learning Object
Language:English
Published: Universiti Malaysia Perlis (UniMAP) 2016
Subjects:
Gastritis
Visualization technique
Endoscopic
Endoscopic images
Image texture analysis
Online Access:http://dspace.unimap.edu.my:80/xmlui/handle/123456789/41753
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id my.unimap-41753
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spelling my.unimap-417532016-05-30T07:16:44Z Texture feature extraction for endoscopic gastritis images Hasliza, Abdul Rahman Dr. Yasmin Mohd. Yacob Gastritis Visualization technique Endoscopic Endoscopic images Image texture analysis Access is limited to UniMAP community. Gastritis is the disease that cause patient to feel uncomfortable in the abdomen. Normally, image on the abdomen will be taken to identify the abnormalities that occurs in the stomach. This report will presents a visualization technique by using a computer where it will apply the characteristics of image to endoscopic gastritis images classification. The main aim was to get a breakdown of characteristics depending on the texture images. Grey-level Co-occurence Matrix (GLCM) features are extracted using Discrete Wavelet Transform (DWT). There were two stage of DWT is applied to the gastritis image. The texture feature were collected for classification process. The endoscopic images are classified into normal and abnormal. The combination of features lead to higher classification rate 2016-05-30T07:16:44Z 2016-05-30T07:16:44Z 2015-06 Learning Object http://dspace.unimap.edu.my:80/xmlui/handle/123456789/41753 en Universiti Malaysia Perlis (UniMAP) School of Computer and Communication Engineering
institution Universiti Malaysia Perlis
building UniMAP Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Malaysia Perlis
content_source UniMAP Library Digital Repository
url_provider http://dspace.unimap.edu.my/
language English
topic Gastritis
Visualization technique
Endoscopic
Endoscopic images
Image texture analysis
spellingShingle Gastritis
Visualization technique
Endoscopic
Endoscopic images
Image texture analysis
Hasliza, Abdul Rahman
Texture feature extraction for endoscopic gastritis images
description Access is limited to UniMAP community.
author2 Dr. Yasmin Mohd. Yacob
author_facet Dr. Yasmin Mohd. Yacob
Hasliza, Abdul Rahman
format Learning Object
author Hasliza, Abdul Rahman
author_sort Hasliza, Abdul Rahman
title Texture feature extraction for endoscopic gastritis images
title_short Texture feature extraction for endoscopic gastritis images
title_full Texture feature extraction for endoscopic gastritis images
title_fullStr Texture feature extraction for endoscopic gastritis images
title_full_unstemmed Texture feature extraction for endoscopic gastritis images
title_sort texture feature extraction for endoscopic gastritis images
publisher Universiti Malaysia Perlis (UniMAP)
publishDate 2016
url http://dspace.unimap.edu.my:80/xmlui/handle/123456789/41753
_version_ 1643799797906276352
score 13.214268

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