Image Retrieval Based on Edge Histogram Descriptor of MPEG-7
A major research area in computer vision is content-based image retrieval. MPEG-7 sets up a list of descriptions of the structured image content. We examine the weakness and lack of retrieval approaches based on global characteristics in this study by incorporating the commonly used feature descript...
| Main Authors: | , , |
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| Format: | Article |
| Language: | English |
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Tishk International University
2020-12-01
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| Series: | Eurasian Journal of Science and Engineering |
| Subjects: | |
| Online Access: | https://eajse.tiu.edu.iq/index.php/volume-6-issue-2-article-15/ |
| _version_ | 1797765812468056064 |
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| author | Bilal Ahmed Musa M. Ameen Mohammed S. Anwar |
| author_facet | Bilal Ahmed Musa M. Ameen Mohammed S. Anwar |
| author_sort | Bilal Ahmed |
| collection | DOAJ |
| description | A major research area in computer vision is content-based image retrieval. MPEG-7 sets up a list of descriptions of the structured image content. We examine the weakness and lack of retrieval approaches based on global characteristics in this study by incorporating the commonly used feature descriptors of MPEG-7. In the meantime, to satisfy user requirements for assessing spatial information similarities, an image retrieval approach based on texture region features for MPEG-7 is recommended. Retrieval tests show the validity and efficiency of our approach. This paper also defines our approach to color quantization, extraction, and matching processes of features and so on in depth. |
| first_indexed | 2024-03-12T20:16:29Z |
| format | Article |
| id | doaj.art-5d1e8304a22a4156a9e6d2ab1f139c5d |
| institution | Directory Open Access Journal |
| issn | 2414-5629 2414-5602 |
| language | English |
| last_indexed | 2024-03-12T20:16:29Z |
| publishDate | 2020-12-01 |
| publisher | Tishk International University |
| record_format | Article |
| series | Eurasian Journal of Science and Engineering |
| spelling | doaj.art-5d1e8304a22a4156a9e6d2ab1f139c5d2023-08-02T01:18:39ZengTishk International UniversityEurasian Journal of Science and Engineering2414-56292414-56022020-12-016218919910.23918/eajse.v6i2p189Image Retrieval Based on Edge Histogram Descriptor of MPEG-7Bilal Ahmed0Musa M. Ameen1Mohammed S. Anwar2Information Technology Department, Tishk International University, Erbil, IraqComputer Engineering Department, Tishk International University, Erbil, IraqComputer Engineering Department, Tishk International University, Erbil, IraqA major research area in computer vision is content-based image retrieval. MPEG-7 sets up a list of descriptions of the structured image content. We examine the weakness and lack of retrieval approaches based on global characteristics in this study by incorporating the commonly used feature descriptors of MPEG-7. In the meantime, to satisfy user requirements for assessing spatial information similarities, an image retrieval approach based on texture region features for MPEG-7 is recommended. Retrieval tests show the validity and efficiency of our approach. This paper also defines our approach to color quantization, extraction, and matching processes of features and so on in depth.https://eajse.tiu.edu.iq/index.php/volume-6-issue-2-article-15/mpeg-7cbiredge histogram descriptor |
| spellingShingle | Bilal Ahmed Musa M. Ameen Mohammed S. Anwar Image Retrieval Based on Edge Histogram Descriptor of MPEG-7 Eurasian Journal of Science and Engineering mpeg-7 cbir edge histogram descriptor |
| title | Image Retrieval Based on Edge Histogram Descriptor of MPEG-7 |
| title_full | Image Retrieval Based on Edge Histogram Descriptor of MPEG-7 |
| title_fullStr | Image Retrieval Based on Edge Histogram Descriptor of MPEG-7 |
| title_full_unstemmed | Image Retrieval Based on Edge Histogram Descriptor of MPEG-7 |
| title_short | Image Retrieval Based on Edge Histogram Descriptor of MPEG-7 |
| title_sort | image retrieval based on edge histogram descriptor of mpeg 7 |
| topic | mpeg-7 cbir edge histogram descriptor |
| url | https://eajse.tiu.edu.iq/index.php/volume-6-issue-2-article-15/ |
| work_keys_str_mv | AT bilalahmed imageretrievalbasedonedgehistogramdescriptorofmpeg7 AT musamameen imageretrievalbasedonedgehistogramdescriptorofmpeg7 AT mohammedsanwar imageretrievalbasedonedgehistogramdescriptorofmpeg7 |