Image storage and retrieval using color quantization method
Color is the most dominant and distinguishing visual feature for image. We propose a compact color descriptor here, which is based on the observation that a small number of colors are sufficient to characterize the color information in an image region. The image is segmented by our proposed segmenta...
| Main Authors: | , , , , |
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| Format: | Article |
| Language: | English |
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Penerbit UTM Press
2005
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| Subjects: | |
| Online Access: | http://eprints.utm.my/8526/1/MohdNoorMdSap2005_ImageStorageAndRetrievalUsingColour.PDF |
| _version_ | 1796854397897015296 |
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| author | Mandal, Koushik Kanti Islam, Md. Rafiqul Md. Sap, Mohd. Noor Khatun, Fahmida Reza, Md. Parvez |
| author_facet | Mandal, Koushik Kanti Islam, Md. Rafiqul Md. Sap, Mohd. Noor Khatun, Fahmida Reza, Md. Parvez |
| author_sort | Mandal, Koushik Kanti |
| collection | ePrints |
| description | Color is the most dominant and distinguishing visual feature for image. We propose a compact color descriptor here, which is based on the observation that a small number of colors are sufficient to characterize the color information in an image region. The image is segmented by our proposed segmentation algorithm, which uses the compact color descriptor .The result of the experiment shows that the developed segmentation algorithm produces better performances as compared with the existing segmentation algorithm. After segmentation the color features are extracted from the segmented image. Finally the color features are stored in the database using a special type of indexing method for storing and retrieval of image features. |
| first_indexed | 2024-03-05T18:13:42Z |
| format | Article |
| id | utm.eprints-8526 |
| institution | Universiti Teknologi Malaysia - ePrints |
| language | English |
| last_indexed | 2024-03-05T18:13:42Z |
| publishDate | 2005 |
| publisher | Penerbit UTM Press |
| record_format | dspace |
| spelling | utm.eprints-85262017-11-01T04:17:34Z http://eprints.utm.my/8526/ Image storage and retrieval using color quantization method Mandal, Koushik Kanti Islam, Md. Rafiqul Md. Sap, Mohd. Noor Khatun, Fahmida Reza, Md. Parvez QA75 Electronic computers. Computer science NE Print media Color is the most dominant and distinguishing visual feature for image. We propose a compact color descriptor here, which is based on the observation that a small number of colors are sufficient to characterize the color information in an image region. The image is segmented by our proposed segmentation algorithm, which uses the compact color descriptor .The result of the experiment shows that the developed segmentation algorithm produces better performances as compared with the existing segmentation algorithm. After segmentation the color features are extracted from the segmented image. Finally the color features are stored in the database using a special type of indexing method for storing and retrieval of image features. Penerbit UTM Press 2005-06 Article PeerReviewed application/pdf en http://eprints.utm.my/8526/1/MohdNoorMdSap2005_ImageStorageAndRetrievalUsingColour.PDF Mandal, Koushik Kanti and Islam, Md. Rafiqul and Md. Sap, Mohd. Noor and Khatun, Fahmida and Reza, Md. Parvez (2005) Image storage and retrieval using color quantization method. Jurnal Teknologi Maklumat, 17 (1). pp. 1-17. ISSN 0128-3790 |
| spellingShingle | QA75 Electronic computers. Computer science NE Print media Mandal, Koushik Kanti Islam, Md. Rafiqul Md. Sap, Mohd. Noor Khatun, Fahmida Reza, Md. Parvez Image storage and retrieval using color quantization method |
| title | Image storage and retrieval using color quantization method |
| title_full | Image storage and retrieval using color quantization method |
| title_fullStr | Image storage and retrieval using color quantization method |
| title_full_unstemmed | Image storage and retrieval using color quantization method |
| title_short | Image storage and retrieval using color quantization method |
| title_sort | image storage and retrieval using color quantization method |
| topic | QA75 Electronic computers. Computer science NE Print media |
| url | http://eprints.utm.my/8526/1/MohdNoorMdSap2005_ImageStorageAndRetrievalUsingColour.PDF |
| work_keys_str_mv | AT mandalkoushikkanti imagestorageandretrievalusingcolorquantizationmethod AT islammdrafiqul imagestorageandretrievalusingcolorquantizationmethod AT mdsapmohdnoor imagestorageandretrievalusingcolorquantizationmethod AT khatunfahmida imagestorageandretrievalusingcolorquantizationmethod AT rezamdparvez imagestorageandretrievalusingcolorquantizationmethod |