Retinal Fundus Images of Optical Disk Detection

Küçük Resim Yok

Tarih

2021

Dergi Başlığı

Dergi ISSN

Cilt Başlığı

Yayıncı

Institute of Electrical and Electronics Engineers Inc.

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. © 2021 IEEE.

Açıklama

5h International Symposium on Multidisciplinary Studies and Innovative Technologies, ISMSIT 2021 -- 21 October 2021 through 23 October 2021 -- Ankara -- 174473

Anahtar Kelimeler

Difference of Gaussian filter, Optic disc detection, Optic disc segmentation, Retinal images analysis

Kaynak

ISMSIT 2021 - 5th International Symposium on Multidisciplinary Studies and Innovative Technologies, Proceedings

WoS Q Değeri

Scopus Q Değeri

N/A

Cilt

Sayı

Künye