Matches in SemOpenAlex for { <https://semopenalex.org/work/W2894490502> ?p ?o ?g. }
Showing items 1 to 96 of
96
with 100 items per page.
- W2894490502 abstract "Now a days lot of people are suffering from Diabetic Retinopathy throughout the world. This is one kind of eye disease which affects people having diabetes for long time. If this is undiagnosed and not treated for long time, it can lead to blindness. Several studies have shown that an early detection and timely treatment is the only way to reduce the sufferings from diabetic retinopathy. The development of an automated screening system is the right approach for screening of diabetic retinopathy. Automated detection of several anatomical regions such as optic disc, retinal vasculature and macula is important to design a tool for the screening purpose. In our work we have presented a novel and fast optic disc detection method using Faster R-CNN. The proposed method is validated on 1200 fundus images from the MESSIDOR database which is widely accepted publicly available dataset for research purpose. We propose a supervised detection technique that uses a deep learning network trained on 6, 992 retinal fundus images augmented using geometrical transformations from MESSIDOR-II database. The proposed method shows satisfactory robustness on both normal and images affected by diabetic retinopathy. It outperforms many previous methods in terms of speed with satisfactory accuracy of optic disc localization." @default.
- W2894490502 created "2018-10-05" @default.
- W2894490502 creator A5005409746 @default.
- W2894490502 creator A5057950493 @default.
- W2894490502 creator A5062660035 @default.
- W2894490502 creator A5067655368 @default.
- W2894490502 creator A5069712594 @default.
- W2894490502 date "2018-01-01" @default.
- W2894490502 modified "2023-09-26" @default.
- W2894490502 title "Optic Disc Localization in Retinal Fundus Images using Faster R-CNN" @default.
- W2894490502 cites W1536680647 @default.
- W2894490502 cites W2032477478 @default.
- W2894490502 cites W2032687008 @default.
- W2894490502 cites W2042497109 @default.
- W2894490502 cites W2043960248 @default.
- W2894490502 cites W2102605133 @default.
- W2894490502 cites W2105172918 @default.
- W2894490502 cites W2122644916 @default.
- W2894490502 cites W2167881544 @default.
- W2894490502 cites W2169164902 @default.
- W2894490502 cites W2463681903 @default.
- W2894490502 cites W5118672 @default.
- W2894490502 doi "https://doi.org/10.1109/eait.2018.8470435" @default.
- W2894490502 hasPublicationYear "2018" @default.
- W2894490502 type Work @default.
- W2894490502 sameAs 2894490502 @default.
- W2894490502 citedByCount "7" @default.
- W2894490502 countsByYear W28944905022019 @default.
- W2894490502 countsByYear W28944905022021 @default.
- W2894490502 countsByYear W28944905022022 @default.
- W2894490502 countsByYear W28944905022023 @default.
- W2894490502 crossrefType "proceedings-article" @default.
- W2894490502 hasAuthorship W2894490502A5005409746 @default.
- W2894490502 hasAuthorship W2894490502A5057950493 @default.
- W2894490502 hasAuthorship W2894490502A5062660035 @default.
- W2894490502 hasAuthorship W2894490502A5067655368 @default.
- W2894490502 hasAuthorship W2894490502A5069712594 @default.
- W2894490502 hasConcept C104317684 @default.
- W2894490502 hasConcept C118487528 @default.
- W2894490502 hasConcept C119767625 @default.
- W2894490502 hasConcept C134018914 @default.
- W2894490502 hasConcept C154945302 @default.
- W2894490502 hasConcept C169760540 @default.
- W2894490502 hasConcept C185592680 @default.
- W2894490502 hasConcept C2776391266 @default.
- W2894490502 hasConcept C2777093970 @default.
- W2894490502 hasConcept C2778313320 @default.
- W2894490502 hasConcept C2779735895 @default.
- W2894490502 hasConcept C2779829184 @default.
- W2894490502 hasConcept C2780827179 @default.
- W2894490502 hasConcept C2780929884 @default.
- W2894490502 hasConcept C31972630 @default.
- W2894490502 hasConcept C41008148 @default.
- W2894490502 hasConcept C55493867 @default.
- W2894490502 hasConcept C555293320 @default.
- W2894490502 hasConcept C63479239 @default.
- W2894490502 hasConcept C71924100 @default.
- W2894490502 hasConcept C86803240 @default.
- W2894490502 hasConceptScore W2894490502C104317684 @default.
- W2894490502 hasConceptScore W2894490502C118487528 @default.
- W2894490502 hasConceptScore W2894490502C119767625 @default.
- W2894490502 hasConceptScore W2894490502C134018914 @default.
- W2894490502 hasConceptScore W2894490502C154945302 @default.
- W2894490502 hasConceptScore W2894490502C169760540 @default.
- W2894490502 hasConceptScore W2894490502C185592680 @default.
- W2894490502 hasConceptScore W2894490502C2776391266 @default.
- W2894490502 hasConceptScore W2894490502C2777093970 @default.
- W2894490502 hasConceptScore W2894490502C2778313320 @default.
- W2894490502 hasConceptScore W2894490502C2779735895 @default.
- W2894490502 hasConceptScore W2894490502C2779829184 @default.
- W2894490502 hasConceptScore W2894490502C2780827179 @default.
- W2894490502 hasConceptScore W2894490502C2780929884 @default.
- W2894490502 hasConceptScore W2894490502C31972630 @default.
- W2894490502 hasConceptScore W2894490502C41008148 @default.
- W2894490502 hasConceptScore W2894490502C55493867 @default.
- W2894490502 hasConceptScore W2894490502C555293320 @default.
- W2894490502 hasConceptScore W2894490502C63479239 @default.
- W2894490502 hasConceptScore W2894490502C71924100 @default.
- W2894490502 hasConceptScore W2894490502C86803240 @default.
- W2894490502 hasLocation W28944905021 @default.
- W2894490502 hasOpenAccess W2894490502 @default.
- W2894490502 hasPrimaryLocation W28944905021 @default.
- W2894490502 hasRelatedWork W1979866946 @default.
- W2894490502 hasRelatedWork W2058480763 @default.
- W2894490502 hasRelatedWork W2389548857 @default.
- W2894490502 hasRelatedWork W2938767332 @default.
- W2894490502 hasRelatedWork W3043102626 @default.
- W2894490502 hasRelatedWork W3137177488 @default.
- W2894490502 hasRelatedWork W3171554315 @default.
- W2894490502 hasRelatedWork W47848033 @default.
- W2894490502 hasRelatedWork W98850343 @default.
- W2894490502 hasRelatedWork W2593962225 @default.
- W2894490502 isParatext "false" @default.
- W2894490502 isRetracted "false" @default.
- W2894490502 magId "2894490502" @default.
- W2894490502 workType "article" @default.