Retinal fundus images of optical disk detection
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Tarih
2021
Dergi Başlığı
Dergi ISSN
Cilt Başlığı
Yayıncı
IEEE
Erişim Hakkı
info:eu-repo/semantics/closedAccess
Özet
Optical circle identification (OD) is a significant
advance in the programmed division and investigation of
pictures of the retina. In this article, another approach is
proposed for recognizing RE cutoff points from shading retinal
fundus pictures. Morphological factors and differentiation
improvement methods are utilized related to a Gaussian
contrast (DOG) channel to acquire an OD limit. Our proposed
calculation makes a high progress rate with comparative
computational time. The exhibition of our proposed strategy
was assessed on 1660 pictures addressing six freely accessible
informational collections; STARE, DRIVE, ARIA,
DIARETDB1, DIARETDB0, and MESSIDOR informational
indexes. The trial results show that the pictures from the
DRIVE, ARIA, DIARETDB1 and DIARETDB0 datasets have
a 100% achievement rate, which is superior to the precision of
the most recent age techniques, which is under 99% for the
ARIA, DIARETDB1 and DIARETDB0 informational indexes.
While coming to 98.8% and 99.83% for the STARE and
MESSIDOR datasets individually, the calculation runs with a
normal computational season of 1.2 seconds.
Açıklama
Anahtar Kelimeler
Optic Disc Detection, Optic Disc Segmentation, Retinal Images Analysis, Difference of Gaussian Filter
Kaynak
IEEE
WoS Q Değeri
Scopus Q Değeri
N/A
Cilt
Sayı
Künye
Elwiya, L., Mohammed, A. H., & Jasim, Z. K. J. (2021, October). Retinal Fundus Images Of Optical Disk Detection. In 2021 5th International Symposium on Multidisciplinary Studies and Innovative Technologies (ISMSIT) (pp. 664-671). IEEE.
