Texture feature extraction for endoscopic gastritis images
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Universiti Malaysia Perlis (UniMAP)
2016
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Online Access: | http://dspace.unimap.edu.my:80/xmlui/handle/123456789/41753 |
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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 |
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Gastritis Visualization technique Endoscopic Endoscopic images Image texture analysis |
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Gastritis Visualization technique Endoscopic Endoscopic images Image texture analysis Hasliza, Abdul Rahman Texture feature extraction for endoscopic gastritis images |
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Dr. Yasmin Mohd. Yacob |
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Dr. Yasmin Mohd. Yacob Hasliza, Abdul Rahman |
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Learning Object |
author |
Hasliza, Abdul Rahman |
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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 |
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13.18916 |