FileDI framework for measuring fish length from digital images
Fish is an important source of protein in most coun tries in the world. The need to know the reproduction and population of fish is crucial for optimum exploitation of fish resources in maintaining the requirement of mankind in the future. In fisheries research, the length of a fish is the m...
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| Format: | Article |
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2012
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| _version_ | 1796859062981230592 |
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| author | Mohd. Shafry, Mohd. Rahim Rehman, Amjad Kumoi, Rosely Abdullah, Norhaida Saba, Tanzila |
| author_facet | Mohd. Shafry, Mohd. Rahim Rehman, Amjad Kumoi, Rosely Abdullah, Norhaida Saba, Tanzila |
| author_sort | Mohd. Shafry, Mohd. Rahim |
| collection | ePrints |
| description | Fish is an important source of protein in most coun tries in the world. The need to know the reproduction and population of fish is crucial for optimum exploitation of fish resources in maintaining the requirement of mankind in the future. In fisheries research, the length of a fish is the main parameter needed to identify fish reproduction, recruitment, growth and mortality. Current method used to acquire these length samples could be problematic as it is manually done; the fish need to be purchased in large quantities and then measuring one by one is time consuming and imprecise. The manual process may lead to overflowing cost. The fish length from digital images (FileDI) framework attempts to avoid this problem using a combination of optical theory and image processing techniques that automatically measures the length of the fish. It reduces cost, faster than previous method and yields accurate length measurement. Preliminary test has shown that the confident level of the FiLeDI framework accuracy is as high as 95% for fish length measurement. |
| first_indexed | 2024-03-05T19:21:38Z |
| format | Article |
| id | utm.eprints-46981 |
| institution | Universiti Teknologi Malaysia - ePrints |
| last_indexed | 2024-03-05T19:21:38Z |
| publishDate | 2012 |
| record_format | dspace |
| spelling | utm.eprints-469812017-09-28T00:47:16Z http://eprints.utm.my/46981/ FileDI framework for measuring fish length from digital images Mohd. Shafry, Mohd. Rahim Rehman, Amjad Kumoi, Rosely Abdullah, Norhaida Saba, Tanzila Q Science Fish is an important source of protein in most coun tries in the world. The need to know the reproduction and population of fish is crucial for optimum exploitation of fish resources in maintaining the requirement of mankind in the future. In fisheries research, the length of a fish is the main parameter needed to identify fish reproduction, recruitment, growth and mortality. Current method used to acquire these length samples could be problematic as it is manually done; the fish need to be purchased in large quantities and then measuring one by one is time consuming and imprecise. The manual process may lead to overflowing cost. The fish length from digital images (FileDI) framework attempts to avoid this problem using a combination of optical theory and image processing techniques that automatically measures the length of the fish. It reduces cost, faster than previous method and yields accurate length measurement. Preliminary test has shown that the confident level of the FiLeDI framework accuracy is as high as 95% for fish length measurement. 2012 Article PeerReviewed Mohd. Shafry, Mohd. Rahim and Rehman, Amjad and Kumoi, Rosely and Abdullah, Norhaida and Saba, Tanzila (2012) FileDI framework for measuring fish length from digital images. International Journal of the Physical Sciences, 7 (4). pp. 607-618. ISSN 1992-1950 http://dx.doi.org/10.5897/IJPS11.1581 |
| spellingShingle | Q Science Mohd. Shafry, Mohd. Rahim Rehman, Amjad Kumoi, Rosely Abdullah, Norhaida Saba, Tanzila FileDI framework for measuring fish length from digital images |
| title | FileDI framework for measuring fish length from digital images |
| title_full | FileDI framework for measuring fish length from digital images |
| title_fullStr | FileDI framework for measuring fish length from digital images |
| title_full_unstemmed | FileDI framework for measuring fish length from digital images |
| title_short | FileDI framework for measuring fish length from digital images |
| title_sort | filedi framework for measuring fish length from digital images |
| topic | Q Science |
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