An Automatic Optic Disk Detection and Segmentation System using Multi-level Thresholding

Basit Öğe Kaydı
dc.authoridKarasulu, Bahadir/0000-0001-8524-874X
dc.contributor.authorKarasulu, Bahadir
dc.date.accessioned2025-01-27T20:29:33Z
dc.date.available2025-01-27T20:29:33Z
dc.date.issued2014
dc.departmentÇanakkale Onsekiz Mart Üniversitesi
dc.description.abstractOptic disk (OD) boundary localization is a substantial problem in ophthalmic image processing research area. In order to segment the region of OD, we developed an automatic system which involves a multi-level thresholding. The OD segmentation results of the system in terms of average precision, recall and accuracy for DRIVE database are 98.88%, 99.91%, 98.83%, for STARE database are 98.62%, 97.38%, 96.11%, and for DIARETDB1 database are 99.29%, 99.90%, 99.20%, respectively. The experimental results show that our system works properly on retinal image databases with diseased retinas, diabetic signs, and a large degree of quality variability.
dc.identifier.doi10.4316/AECE.2014.02025
dc.identifier.endpage172
dc.identifier.issn1582-7445
dc.identifier.issn1844-7600
dc.identifier.issue2
dc.identifier.scopus2-s2.0-84901818521
dc.identifier.scopusqualityQ3
dc.identifier.startpage161
dc.identifier.urihttps://doi.org/10.4316/AECE.2014.02025
dc.identifier.urihttps://hdl.handle.net/20.500.12428/22980
dc.identifier.volume14
dc.identifier.wosWOS:000340868100025
dc.identifier.wosqualityQ4
dc.indekslendigikaynakWeb of Science
dc.indekslendigikaynakScopus
dc.language.isoen
dc.publisherUniv Suceava, Fac Electrical Eng
dc.relation.ispartofAdvances in Electrical and Computer Engineering
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanı
dc.rightsinfo:eu-repo/semantics/openAccess
dc.snmzKA_WoS_20250125
dc.subjectimage processing
dc.subjectimage segmentation
dc.subjectbiomedical imaging
dc.subjectdigital imaging
dc.subjectretinal image database
dc.titleAn Automatic Optic Disk Detection and Segmentation System using Multi-level Thresholding
dc.typeArticle

Dosyalar

Koleksiyon

WoS İndeksli Yayınlar Koleksiyonu
Scopus İndeksli Yayınlar Koleksiyonu