Classification of Fish Species With Two Dorsal Fins Using Centroid-Contour Distance
| dc.authorid | ISCIMEN, BILAL/0000-0002-6743-2292 | |
| dc.contributor.author | Iscimen, Bilal | |
| dc.contributor.author | Kutlu, Yakup | |
| dc.contributor.author | Uyan, Ali | |
| dc.contributor.author | Turan, Cemal | |
| dc.date.accessioned | 2024-09-18T20:25:08Z | |
| dc.date.available | 2024-09-18T20:25:08Z | |
| dc.date.issued | 2015 | |
| dc.department | Hatay Mustafa Kemal Üniversitesi | en_US |
| dc.description | 23nd Signal Processing and Communications Applications Conference (SIU) -- MAY 16-19, 2015 -- Inonu Univ, Malatya, TURKEY | en_US |
| dc.description.abstract | Color, texture and shape are generally used features in order to recognise an object from an image. In this study centroid-contour distance method is used in order to classify fish species with two dorsal fins. Therefore, fish images with two dorsal fins were used from fish images database taken under specific conditions. Various image processing methods were applied on images in order to extract centroid-contour distances. These distances were used as features and Nearest Neighbour algorithm was used for classification. 15 species from 427 fish images were classified with 95% general accuracy achievement. | en_US |
| dc.description.sponsorship | Dept Comp Engn & Elect & Elect Engn,Elect & Elect Engn,Bilkent Univ | en_US |
| dc.identifier.endpage | 1984 | en_US |
| dc.identifier.isbn | 978-1-4673-7386-9 | |
| dc.identifier.issn | 2165-0608 | |
| dc.identifier.scopus | 2-s2.0-84939139326 | en_US |
| dc.identifier.scopusquality | N/A | en_US |
| dc.identifier.startpage | 1981 | en_US |
| dc.identifier.uri | https://hdl.handle.net/20.500.12483/10099 | |
| dc.identifier.wos | WOS:000380500900475 | en_US |
| dc.identifier.wosquality | N/A | en_US |
| dc.indekslendigikaynak | Web of Science | en_US |
| dc.indekslendigikaynak | Scopus | en_US |
| dc.language.iso | tr | en_US |
| dc.publisher | Ieee | en_US |
| dc.relation.ispartof | 2015 23rd Signal Processing and Communications Applications Conference (Siu) | en_US |
| dc.relation.publicationcategory | Konferans Öğesi - Uluslararası - Kurum Öğretim Elemanı | en_US |
| dc.rights | info:eu-repo/semantics/closedAccess | en_US |
| dc.subject | fish species classification | en_US |
| dc.subject | centroid-contour distance | en_US |
| dc.title | Classification of Fish Species With Two Dorsal Fins Using Centroid-Contour Distance | en_US |
| dc.type | Conference Object | en_US |
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