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SENGAR, N. DUTTA, M. BURGET, R. POVODA, L.
Originální název
Detection of Diabetic Macular Edema in Retinal Images Using a Region Based Method
Typ
článek ve sborníku ve WoS nebo Scopus
Jazyk
angličtina
Originální abstrakt
Diabetic macular edema (DME) is one of the severe complication of Diabetic Retinopathy. In this paper a method is proposed to detect the macula centre which is independent of optic disc location. Grading of DME is done by dividing the image of retina in different regions according to the international standard. Disease severity is accessed using scaling of bright lesions in macular regions. In this method search region for detection of macula is adaptive to the size of image. Independency from optic disc detection to detect the macula is an efficient method because it is unaffected by wrong detection of optic disc position under the presence of noises and reflections. The proposed method is tested on 100 images of MESSIDOR database and has achieved good accuracy 80 to 90 % for different cases.
Klíčová slova
Diabetic macular edema, Macula Detection, Hard exudates
Autoři
SENGAR, N.; DUTTA, M.; BURGET, R.; POVODA, L.
Rok RIV
2015
Vydáno
6. 7. 2015
ISBN
978-1-4799-8498-5
Kniha
2015 38th International Conference on Telecommunications and Signal Processing (TSP)
Strany od
412
Strany do
415
Strany počet
4
BibTex
@inproceedings{BUT115393, author="Namita {Sengar} and Malay Kishore {Dutta} and Radim {Burget} and Lukáš {Povoda}", title="Detection of Diabetic Macular Edema in Retinal Images Using a Region Based Method", booktitle="2015 38th International Conference on Telecommunications and Signal Processing (TSP)", year="2015", pages="412--415", isbn="978-1-4799-8498-5" }