Sorry, you need to enable JavaScript to visit this website.

facebooktwittermailshare

Automatic Optic Disk and Cup Segmentation of Fundus Images Using Deep Learning

Abstract: 

• To automatically segment optic disk (OD) and cup regions in fundus images to derive clinical parameters, such as, cup-to-disk diameter ratio (CDR), to assist glaucoma diagnosis. An eye fundus camera is non-invasive and low-cost,
enabling the screening of a large number of patients quickly.

• Discuss various strategies on how to leverage multiple doctor annotations and prioritize pixels belonging to different regions during network optimization.

• Evaluate proposed approaches on the Drishti-GS dataset.

up
0 users have voted:

Paper Details

Authors:
Venkata Gopal Edupuganti, Akshay Chawla and Amit Kale
Submitted On:
8 October 2018 - 7:18pm
Short Link:
Type:
Poster
Event:
Presenter's Name:
Akshay Chawla
Paper Code:
2534
Document Year:
2018
Cite

Document Files

ICIP_2018_Poster.pdf

(7 downloads)

Subscribe

[1] Venkata Gopal Edupuganti, Akshay Chawla and Amit Kale, "Automatic Optic Disk and Cup Segmentation of Fundus Images Using Deep Learning", IEEE SigPort, 2018. [Online]. Available: http://sigport.org/3650. Accessed: Oct. 19, 2018.
@article{3650-18,
url = {http://sigport.org/3650},
author = {Venkata Gopal Edupuganti; Akshay Chawla and Amit Kale },
publisher = {IEEE SigPort},
title = {Automatic Optic Disk and Cup Segmentation of Fundus Images Using Deep Learning},
year = {2018} }
TY - EJOUR
T1 - Automatic Optic Disk and Cup Segmentation of Fundus Images Using Deep Learning
AU - Venkata Gopal Edupuganti; Akshay Chawla and Amit Kale
PY - 2018
PB - IEEE SigPort
UR - http://sigport.org/3650
ER -
Venkata Gopal Edupuganti, Akshay Chawla and Amit Kale. (2018). Automatic Optic Disk and Cup Segmentation of Fundus Images Using Deep Learning. IEEE SigPort. http://sigport.org/3650
Venkata Gopal Edupuganti, Akshay Chawla and Amit Kale, 2018. Automatic Optic Disk and Cup Segmentation of Fundus Images Using Deep Learning. Available at: http://sigport.org/3650.
Venkata Gopal Edupuganti, Akshay Chawla and Amit Kale. (2018). "Automatic Optic Disk and Cup Segmentation of Fundus Images Using Deep Learning." Web.
1. Venkata Gopal Edupuganti, Akshay Chawla and Amit Kale. Automatic Optic Disk and Cup Segmentation of Fundus Images Using Deep Learning [Internet]. IEEE SigPort; 2018. Available from : http://sigport.org/3650