About: Texture Analysis of the Retinal Nerve Fiber Layer in Fundus Images via Markov Random Fields

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About: Texture Analysis of the Retinal Nerve Fiber Layer in Fundus Images via Markov Random Fields Goto Sponge Distinct Permalink

An Entity of Type : http://linked.opendata.cz/ontology/domain/vavai/Vysledek, within Data Space : linked.opendata.cz associated with source document(s)

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rdf:type	skos:Concept http://linked.opendata.cz/ontology/domain/vavai/Vysledek
Description	This paper describes method for analysis of the texture created by retinal nerve fibers (RNF) via Markov Random Fields. The Causal Autoregressive Random (CAR) model is used to create a feature vector describing the changes in texture due to losses in RNF layer. It is shown that features based on CAR model can be used for discrimination between healthy and glaucomatous tissue using simple linear classifier. The classification error is slightly below 4% for the tested dataset. This paper describes method for analysis of the texture created by retinal nerve fibers (RNF) via Markov Random Fields. The Causal Autoregressive Random (CAR) model is used to create a feature vector describing the changes in texture due to losses in RNF layer. It is shown that features based on CAR model can be used for discrimination between healthy and glaucomatous tissue using simple linear classifier. The classification error is slightly below 4% for the tested dataset. (en)
Title	Texture Analysis of the Retinal Nerve Fiber Layer in Fundus Images via Markov Random Fields Texture Analysis of the Retinal Nerve Fiber Layer in Fundus Images via Markov Random Fields (en)
skos:prefLabel	Texture Analysis of the Retinal Nerve Fiber Layer in Fundus Images via Markov Random Fields Texture Analysis of the Retinal Nerve Fiber Layer in Fundus Images via Markov Random Fields (en)
skos:notation	RIV/00216305:26220/09:PU82819!RIV10-MSM-26220___
http://linked.open...avai/riv/aktivita	P Z
http://linked.open...avai/riv/aktivity	P(1M0572), Z(MSM0021630513)
http://linked.open...vai/riv/dodaniDat	2010
http://linked.open...aciTvurceVysledku	Kolář, Radim
http://linked.open.../riv/druhVysledku	O - Ostatní výsledky nezařaditelné do žádného z výše uvedených druhů výsledku
http://linked.open...iv/duvernostUdaju	S - Úplné a pravdivé údaje nepodléhající ochraně podle zvláštních právních předpisů
http://linked.open...titaPredkladatele	Vysoké učení technické v Brně / Fakulta elektrotechniky a komunikačních technologií
http://linked.open...dnocenehoVysledku	346120
http://linked.open...ai/riv/idVysledku	RIV/00216305:26220/09:PU82819
http://linked.open...riv/jazykVysledku	eng - angličtina
http://linked.open.../riv/klicovaSlova	glaucoma, texture analysis, fundus image (en)
http://linked.open.../riv/klicoveSlovo	texture analysis fundus image glaucoma
http://linked.open...ontrolniKodProRIV	[58A7E39FDF31]
http://linked.open...in/vavai/riv/obor	JA
http://linked.open...ichTvurcuVysledku	1 (xsd:int)
http://linked.open...cetTvurcuVysledku	2 (xsd:int)
http://linked.open...vavai/riv/projekt	Data, algorithms, decision making
http://linked.open...UplatneniVysledku	2009
http://linked.open...iv/tvurceVysledku	Kolář, Radim Vácha, Pavel
http://linked.open...n/vavai/riv/zamer	Advanced Electronic Communication Systems and Technologies (ELCOM)
http://localhost/t...ganizacniJednotka	26220

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