NDLI: A HW/SW embedded system for accelerating diagnosis of glaucoma from eye fundus images

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A HW/SW embedded system for accelerating diagnosis of glaucoma from eye fundus images

Content Provider	ACM Digital Library
Author	Sarmento, Adriano Dantas, Paulo Cezar Sarmento, Andrea
Abstract	Glaucoma is an irreversible eye disease in which the optic nerve is progressively damaged leading to blindness. However, it is manageable if diagnosed early. The most common screening exam for glaucoma diagnosis is the eye fundus evaluation in which the ophthalmologist examines the optic nerve and estimates the Vertical Cup to Disc Ratio (VCDR). Currently, VCDR evaluation is performed by ophthalmologists based on their visual perception and experience. This paper explores different embedded architectures based on low power processors and describes a HW/SW embedded system that automatically calculates VCDR from eye fundus images using image processing techniques. Optic disc diameter is calculated by a HW accelerator, while optic cup diameter is calculated by SW. This resulted in an embedded system that reduces at least 30% of the execution time of a SW-only implementation and that is significantly faster than other related works based on desktop computers. The proposed system was tested on 70 eye fundus images and achieved a 97.72% accuracy rate.
Starting Page	12
Ending Page	18
Page Count	7
File Format	PDF
ISBN	9781450345354
DOI	10.1145/2990299.2990303
Language	English
Publisher	Association for Computing Machinery (ACM)
Publisher Date	2016-10-01
Publisher Place	New York
Access Restriction	Subscribed
Subject Keyword	Glaucoma Hw acceleration Architecture exploration Image processing Hw/sw embedded system
Content Type	Text
Resource Type	Article

Sl.	Authority	Responsibilities	Communication Details
1	Ministry of Education (GoI), Department of Higher Education	Sanctioning Authority	https://www.education.gov.in/ict-initiatives
2	Indian Institute of Technology Kharagpur	Host Institute of the Project: The host institute of the project is responsible for providing infrastructure support and hosting the project	https://www.iitkgp.ac.in
3	National Digital Library of India Office, Indian Institute of Technology Kharagpur	The administrative and infrastructural headquarters of the project	Dr. B. Sutradhar bsutra@ndl.gov.in
4	Project PI / Joint PI	Principal Investigator and Joint Principal Investigators of the project	Dr. B. Sutradhar bsutra@ndl.gov.in Prof. Saswat Chakrabarti will be added soon
5	Website/Portal (Helpdesk)	Queries regarding NDLI and its services	support@ndl.gov.in
6	Contents and Copyright Issues	Queries related to content curation and copyright issues	content@ndl.gov.in
7	National Digital Library of India Club (NDLI Club)	Queries related to NDLI Club formation, support, user awareness program, seminar/symposium, collaboration, social media, promotion, and outreach	clubsupport@ndl.gov.in
8	Digital Preservation Centre (DPC)	Assistance with digitizing and archiving copyright-free printed books	dpc@ndl.gov.in
9	IDR Setup or Support	Queries related to establishment and support of Institutional Digital Repository (IDR) and IDR workshops	idr@ndl.gov.in

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