Detection of Tumor With Otsu-PSO Method On Brain MR Image
| dc.contributor.author | Ozic, Muhammet Usame | |
| dc.contributor.author | Ozbay, Yuksel | |
| dc.contributor.author | Baykan, Omer Kaan | |
| dc.date.accessioned | 2020-03-26T18:50:00Z | |
| dc.date.available | 2020-03-26T18:50:00Z | |
| dc.date.issued | 2014 | |
| dc.department | Selçuk Üniversitesi | en_US |
| dc.description | 22nd IEEE Signal Processing and Communications Applications Conference (SIU) -- APR 23-25, 2014 -- Karadeniz Teknik Univ, Trabzon, TURKEY | 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. | en_US |
| dc.description.sponsorship | IEEE, Karadeniz Tech Univ, Dept Comp Engn & Elect & Elect Engn | en_US |
| dc.identifier.endpage | 2002 | en_US |
| dc.identifier.isbn | 978-1-4799-4874-1 | |
| dc.identifier.issn | 2165-0608 | en_US |
| dc.identifier.startpage | 1999 | en_US |
| dc.identifier.uri | https://hdl.handle.net/20.500.12395/30727 | |
| dc.identifier.wos | WOS:000356351400479 | en_US |
| dc.identifier.wosquality | N/A | en_US |
| dc.indekslendigikaynak | Web of Science | en_US |
| dc.language.iso | tr | en_US |
| dc.publisher | IEEE | en_US |
| dc.relation.ispartof | 2014 22ND SIGNAL PROCESSING AND COMMUNICATIONS APPLICATIONS CONFERENCE (SIU) | en_US |
| dc.relation.ispartofseries | Signal Processing and Communications Applications Conference | |
| 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 | MR | en_US |
| dc.subject | Otsu | en_US |
| dc.subject | PSO | en_US |
| dc.subject | Image Thresholding | en_US |
| dc.title | Detection of Tumor With Otsu-PSO Method On Brain MR Image | en_US |
| dc.type | Conference Object | en_US |
