A review on content-based image retrieval representation and description for fish
There is an increasing interest in the description and representation of fish species images. For that purpose, Content-based Image Retrieval (CBIR) is applied. Due to the uncontrolled deep sea underwater environment, it is very hard to accurately estimate the similarities between the fishes and ret...
| Main Authors: | , |
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| Format: | Conference or Workshop Item |
| Language: | English |
| Published: |
IEEE
2015
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| Online Access: | http://psasir.upm.edu.my/id/eprint/58412/ http://psasir.upm.edu.my/id/eprint/58412/1/A%20review%20on%20content-based%20image%20retrieval%20representation%20and%20description%20for%20fish.pdf |
| _version_ | 1848853639711424512 |
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| author | Osman, Noorul Shuhadah Mustaffa, Mas Rina |
| author_facet | Osman, Noorul Shuhadah Mustaffa, Mas Rina |
| author_sort | Osman, Noorul Shuhadah |
| building | UPM Institutional Repository |
| collection | Online Access |
| description | There is an increasing interest in the description and representation of fish species images. For that purpose, Content-based Image Retrieval (CBIR) is applied. Due to the uncontrolled deep sea underwater environment, it is very hard to accurately estimate the similarities between the fishes and retrieves them according to its species due to ineffective visual features extraction for fish image representation. In this paper, CBIR for representation and description of fish is reviewed. Shape is one of the most important features to describe fish. This paper considers the combination of global and local shape features. Existing combination is carefully studied and the importances of global and local shape features are presented. The focus of possible future works is also suggested. |
| first_indexed | 2025-11-15T10:57:10Z |
| format | Conference or Workshop Item |
| id | upm-58412 |
| institution | Universiti Putra Malaysia |
| institution_category | Local University |
| language | English |
| last_indexed | 2025-11-15T10:57:10Z |
| publishDate | 2015 |
| publisher | IEEE |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | upm-584122018-01-16T04:47:58Z http://psasir.upm.edu.my/id/eprint/58412/ A review on content-based image retrieval representation and description for fish Osman, Noorul Shuhadah Mustaffa, Mas Rina There is an increasing interest in the description and representation of fish species images. For that purpose, Content-based Image Retrieval (CBIR) is applied. Due to the uncontrolled deep sea underwater environment, it is very hard to accurately estimate the similarities between the fishes and retrieves them according to its species due to ineffective visual features extraction for fish image representation. In this paper, CBIR for representation and description of fish is reviewed. Shape is one of the most important features to describe fish. This paper considers the combination of global and local shape features. Existing combination is carefully studied and the importances of global and local shape features are presented. The focus of possible future works is also suggested. IEEE 2015 Conference or Workshop Item PeerReviewed application/pdf en http://psasir.upm.edu.my/id/eprint/58412/1/A%20review%20on%20content-based%20image%20retrieval%20representation%20and%20description%20for%20fish.pdf Osman, Noorul Shuhadah and Mustaffa, Mas Rina (2015) A review on content-based image retrieval representation and description for fish. In: 4th International Conference on Advanced Computer Science Applications and Technologies (ACSAT 2015), 8-10 Dec. 2015, Kuala Lumpur, Malaysia. (pp. 39-44). 10.1109/ACSAT.2015.15 |
| spellingShingle | Osman, Noorul Shuhadah Mustaffa, Mas Rina A review on content-based image retrieval representation and description for fish |
| title | A review on content-based image retrieval representation and description for fish |
| title_full | A review on content-based image retrieval representation and description for fish |
| title_fullStr | A review on content-based image retrieval representation and description for fish |
| title_full_unstemmed | A review on content-based image retrieval representation and description for fish |
| title_short | A review on content-based image retrieval representation and description for fish |
| title_sort | review on content-based image retrieval representation and description for fish |
| url | http://psasir.upm.edu.my/id/eprint/58412/ http://psasir.upm.edu.my/id/eprint/58412/ http://psasir.upm.edu.my/id/eprint/58412/1/A%20review%20on%20content-based%20image%20retrieval%20representation%20and%20description%20for%20fish.pdf |