Detail publikace

An Efficient Automatic Intensity Based Method for Detection of Macula in Retinal Images

BANSAL, A. VATS, A. JAIN, A. DUTTA, M. BURGET, R. PŘINOSIL, J.

Originální název

An Efficient Automatic Intensity Based Method for Detection of Macula in Retinal Images

Typ

článek ve sborníku ve WoS nebo Scopus

Jazyk

angličtina

Originální abstrakt

This paper demonstrates an automatic proficient intensity based approach for automatic detection and extraction of macula from the retinal fundus images in the field of teleopthalmology. Detection of the macula from a retinal image is an indispensable step for developing automated screening system for ophthalmic pathologies. For eye diagnosis, digital fundus images have become significant, thus opening up the possibility of applying digital image processing techniques in ocular fundus images to facilitate and improve diagnosis. The paper proposes a method for automatic and efficient detection and extraction of macula, based on the reference position of the optical disc from the fundus images. Further, suitable morphological steps are performed on the region of interest obtained with the help of centroid of optical disc to extract the exact location of macula. The proposed algorithm is computationally simple, efficient and can be used to assist ophthalmologists in as a diagnostic tool for screening of various eye related ailments. The experimental results indicate that this method of detection of macula is highly accurate and efficient

Klíčová slova

Fundus Images, Macula, Morphological operations, Optic disc, Retinal image processing

Autoři

BANSAL, A.; VATS, A.; JAIN, A.; DUTTA, M.; BURGET, R.; PŘINOSIL, J.

Rok RIV

2015

Vydáno

9. 7. 2015

Místo

Prague, Czech Republic

ISBN

978-1-4799-8497-8

Kniha

2015 38th International Conference on Telecommunications and Signal Processing (TSP)

Strany od

507

Strany do

510

Strany počet

4

URL

https://ieeexplore.ieee.org/document/7760931

BibTex

@inproceedings{BUT115649,
  author="Arpit {Bansal} and Aashwin {Vats} and Akshita {Jain} and Malay Kishore {Dutta} and Radim {Burget} and Jiří {Přinosil}",
  title="An Efficient Automatic Intensity Based Method for Detection of Macula in Retinal Images",
  booktitle="2015 38th International Conference on Telecommunications and Signal Processing (TSP)",
  year="2015",
  pages="507--510",
  address="Prague, Czech Republic",
  doi="10.1109/TSP.2016.7760931",
  isbn="978-1-4799-8497-8",
  url="https://ieeexplore.ieee.org/document/7760931"
}