Detection of tumor with Otsu-PSO method on brain MR image [Beyin mr görüntüsünde otsu-pso yöntemi ile tümör tespiti]
| dc.contributor.author | Ozic M.U. | |
| dc.contributor.author | Ozbay Y. | |
| dc.contributor.author | Baykan O.K. | |
| dc.date.accessioned | 2020-03-26T18:58:50Z | |
| dc.date.available | 2020-03-26T18:58:50Z | |
| dc.date.issued | 2014 | |
| dc.department | Selçuk Üniversitesi | en_US |
| dc.description | 2014 22nd Signal Processing and Communications Applications Conference, SIU 2014 -- 23 April 2014 through 25 April 2014 -- Trabzon -- 106053 | en_US |
| dc.description.abstract | Multiple image thresholding is a popular method used to separate homogeneous subsets of gray level images. To find the optimum threshold in the image in the literature is still a research topic. Many image thresholding method uses the histogram of the image. In this study, the objective function of Otsu method which is a statistical process, Particle Swarm Optimization with an intuitive algorithm (PSO) by maximizing, the optimal threshold values on a medical image were studied to find. The values obtained were tested with a standard test image and brain magnetic resonance (MR) image exposed on the tumor region in segmentation, Otsu-PSO method performance was monitored. © 2014 IEEE. | en_US |
| dc.identifier.doi | 10.1109/SIU.2014.6830650 | en_US |
| dc.identifier.endpage | 2002 | en_US |
| dc.identifier.isbn | 9.78148E+12 | |
| dc.identifier.scopusquality | N/A | en_US |
| dc.identifier.startpage | 1999 | en_US |
| dc.identifier.uri | https://dx.doi.org/10.1109/SIU.2014.6830650 | |
| dc.identifier.uri | https://hdl.handle.net/20.500.12395/31306 | |
| dc.indekslendigikaynak | Scopus | en_US |
| dc.language.iso | tr | en_US |
| dc.publisher | IEEE Computer Society | en_US |
| dc.relation.ispartof | 2014 22nd Signal Processing and Communications Applications Conference, SIU 2014 - Proceedings | en_US |
| dc.relation.publicationcategory | Konferans Öğesi - Uluslararası - Kurum Öğretim Elemanı | en_US |
| dc.rights | info:eu-repo/semantics/closedAccess | en_US |
| dc.selcuk | 20240510_oaig | en_US |
| dc.subject | Image Thresholding | en_US |
| dc.subject | MR | en_US |
| dc.subject | Otsu | en_US |
| dc.subject | PSO | en_US |
| dc.title | Detection of tumor with Otsu-PSO method on brain MR image [Beyin mr görüntüsünde otsu-pso yöntemi ile tümör tespiti] | en_US |
| dc.type | Conference Object | en_US |
