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SINGH, A. SENGAR, N. DUTTA, M. ŘÍHA, K. MINÁŘ, J.
Originální název
Automatic Exudates Detection in Fundus Image using Intensity Thresholding and Morphology
Typ
článek ve sborníku ve WoS nebo Scopus
Jazyk
angličtina
Originální abstrakt
Diabetic retinopathy (DR) is a leading cause of blindness in diabetic patients. Exudates are one of the most common earliest signs of diabetic retinopathy. Automatic and accurate detection of exudates in fundus images is an important step in early diagnosis of DR. In the proposed method detection of exudates, two independent approaches based on intensity thresholding and morphological processing are strategically combined to detect any small exudates present while removing all possible types of false positives. This strategic combination removes the noise sources from blood vessels and reflections during image capture making the detection of exudates accurate. Experimental results indicate that the proposed method has good accuracy in exudates detection without compromising the computational time and hence can be considered for screening purpose of DR.
Klíčová slova
Diabetic retinopathy; fundus image processing; exudates; thresholding; morphological processing
Autoři
SINGH, A.; SENGAR, N.; DUTTA, M.; ŘÍHA, K.; MINÁŘ, J.
Rok RIV
2015
Vydáno
8. 10. 2015
Místo
Brno, Czech Republic
ISBN
978-1-4673-9282-2
Kniha
2015 7th International Congress on Ultra Modern Telecommunications and Control Systems and Workshops (ICUMT)
Strany od
330
Strany do
334
Strany počet
5
URL
https://ieeexplore.ieee.org/document/7382452
BibTex
@inproceedings{BUT117825, author="Anushikha {Singh} and Namita {Sengar} and Malay Kishore {Dutta} and Kamil {Říha} and Jiří {Minář}", title="Automatic Exudates Detection in Fundus Image using Intensity Thresholding and Morphology", booktitle="2015 7th International Congress on Ultra Modern Telecommunications and Control Systems and Workshops (ICUMT)", year="2015", pages="330--334", address="Brno, Czech Republic", doi="10.1109/ICUMT.2015.7382452", isbn="978-1-4673-9282-2", url="https://ieeexplore.ieee.org/document/7382452" }