| dc.contributor.author | Tavus, Mustafa Resit | |
| dc.contributor.author | Eker, Muhammed Emin | |
| dc.contributor.author | Senyer, Nurettin | |
| dc.contributor.author | Karabulut, Bunyamin | |
| dc.date.accessioned | 2020-06-21T13:51:04Z | |
| dc.date.available | 2020-06-21T13:51:04Z | |
| dc.date.issued | 2015 | |
| dc.identifier.isbn | 978-1-4673-7386-9 | |
| dc.identifier.issn | 2165-0608 | |
| dc.identifier.uri | https://hdl.handle.net/20.500.12712/14570 | |
| dc.description | 23nd Signal Processing and Communications Applications Conference (SIU) -- MAY 16-19, 2015 -- Inonu Univ, Malatya, TURKEY | en_US |
| dc.description | WOS: 000380500900245 | en_US |
| dc.description.abstract | In this study, Plant Counting was implemented by appling k-NN classification to images obtained from Unnamed Air Vehicle (UAV). Firstly, The images were subjected to erosion process by transforming different colour levels. The objects in the images were classified as plant and soil by means of k-NN classification. It was observed that plants can be counted with 87,7% of accuracy and 86,6% of precision by being performed last processing of the morphology of the binary image. | en_US |
| dc.description.sponsorship | Dept Comp Engn & Elect & Elect Engn, Elect & Elect Engn, Bilkent Univ | en_US |
| dc.language.iso | tur | en_US |
| dc.publisher | Ieee | en_US |
| dc.relation.ispartofseries | Signal Processing and Communications Applications Conference | |
| dc.rights | info:eu-repo/semantics/closedAccess | en_US |
| dc.subject | k-NN algorithm | en_US |
| dc.subject | plant counting | en_US |
| dc.subject | image processing | en_US |
| dc.title | Plant Counting By Using k-NN Classification on UAVs Images | en_US |
| dc.type | conferenceObject | en_US |
| dc.contributor.department | OMÜ | en_US |
| dc.identifier.startpage | 1058 | en_US |
| dc.identifier.endpage | 1061 | en_US |
| dc.relation.journal | 2015 23Rd Signal Processing and Communications Applications Conference (Siu) | en_US |
| dc.relation.publicationcategory | Konferans Öğesi - Uluslararası - Kurum Öğretim Elemanı | en_US |
