Content Based Image Retrieval (CBIR) by Statistical Methods
An image retrieval system is a computer system for browsing, looking and recovering pictures from a huge database of advanced pictures. The objective of Content-Based Image Retrieval (CBIR) methods is essentially to extract, from large (image) databases, a specified number of images similar in visua...
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Format: | Article |
Language: | Arabic |
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College of Science for Women, University of Baghdad
2020-06-01
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Series: | Baghdad Science Journal |
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Online Access: | http://bsj.uobaghdad.edu.iq/index.php/BSJ/article/view/4212 |
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author | Fathala Ali et al. |
author_facet | Fathala Ali et al. |
author_sort | Fathala Ali et al. |
collection | DOAJ |
description | An image retrieval system is a computer system for browsing, looking and recovering pictures from a huge database of advanced pictures. The objective of Content-Based Image Retrieval (CBIR) methods is essentially to extract, from large (image) databases, a specified number of images similar in visual and semantic content to a so-called query image. The researchers were developing a new mechanism to retrieval systems which is mainly based on two procedures. The first procedure relies on extract the statistical feature of both original, traditional image by using the histogram and statistical characteristics (mean, standard deviation). The second procedure relies on the T- test to measure the independence between more than images, (coefficient of correlate, T- test, Level of significance, find the decision), and, through experimental test, it was found that this proposed method of retrieval technique is powerful than the classical retrieval System. |
first_indexed | 2024-12-18T14:30:23Z |
format | Article |
id | doaj.art-3f6ef4759ffe453eb9d30494477d404b |
institution | Directory Open Access Journal |
issn | 2078-8665 2411-7986 |
language | Arabic |
last_indexed | 2024-12-18T14:30:23Z |
publishDate | 2020-06-01 |
publisher | College of Science for Women, University of Baghdad |
record_format | Article |
series | Baghdad Science Journal |
spelling | doaj.art-3f6ef4759ffe453eb9d30494477d404b2022-12-21T21:04:36ZaraCollege of Science for Women, University of BaghdadBaghdad Science Journal2078-86652411-79862020-06-01172(SI)10.21123/bsj.2020.17.2(SI).0694Content Based Image Retrieval (CBIR) by Statistical MethodsFathala Ali et al.0Al-Mustansiriya UniversityAn image retrieval system is a computer system for browsing, looking and recovering pictures from a huge database of advanced pictures. The objective of Content-Based Image Retrieval (CBIR) methods is essentially to extract, from large (image) databases, a specified number of images similar in visual and semantic content to a so-called query image. The researchers were developing a new mechanism to retrieval systems which is mainly based on two procedures. The first procedure relies on extract the statistical feature of both original, traditional image by using the histogram and statistical characteristics (mean, standard deviation). The second procedure relies on the T- test to measure the independence between more than images, (coefficient of correlate, T- test, Level of significance, find the decision), and, through experimental test, it was found that this proposed method of retrieval technique is powerful than the classical retrieval System.http://bsj.uobaghdad.edu.iq/index.php/BSJ/article/view/4212Content Based Image Retrieval, Histogram statistical characteristics,Test of- T, Trademark Image Retrieval |
spellingShingle | Fathala Ali et al. Content Based Image Retrieval (CBIR) by Statistical Methods Baghdad Science Journal Content Based Image Retrieval, Histogram statistical characteristics,Test of- T, Trademark Image Retrieval |
title | Content Based Image Retrieval (CBIR) by Statistical Methods |
title_full | Content Based Image Retrieval (CBIR) by Statistical Methods |
title_fullStr | Content Based Image Retrieval (CBIR) by Statistical Methods |
title_full_unstemmed | Content Based Image Retrieval (CBIR) by Statistical Methods |
title_short | Content Based Image Retrieval (CBIR) by Statistical Methods |
title_sort | content based image retrieval cbir by statistical methods |
topic | Content Based Image Retrieval, Histogram statistical characteristics,Test of- T, Trademark Image Retrieval |
url | http://bsj.uobaghdad.edu.iq/index.php/BSJ/article/view/4212 |
work_keys_str_mv | AT fathalaalietal contentbasedimageretrievalcbirbystatisticalmethods |