Detail publikace

An Efficient Automatic Method of Optic Disc Segmentation using Region Growing Technique in Retinal Images

SINGH, A. DUTTA, M. PARTHASARATHI, M. BURGET, R. ŘÍHA, K.

Originální název

An Efficient Automatic Method of Optic Disc Segmentation using Region Growing Technique in Retinal Images

Typ

článek ve sborníku ve WoS nebo Scopus

Jazyk

angličtina

Originální abstrakt

Segmentation of Optic disc (OD) from a retinal image is a essential step while developing automated screening systems for eye disease like diabetic retinopathy, Glaucoma etc. This paper proposes a method of automatic optic disk segmentation based on region growing technique with automatic seed selection. In this method centre of optic disk is considered as a seed to apply region growing technique to segment the optic disk from the preprocessed retinal image. Automatic detection of centre of optic disk is done by double windowing method. The algorithm uses image processing techniques like contrast adjustment, morphological operations & filtering to process the retinal image and to remove the blood vessels from the retinal image. The performance of optic disk segmentation by proposed method is compared with Optic disk segmentation by ophthalmologists and results are found convincing and efficient. The experimental results indicate this method of segmentation of the OD has good accuracy and also is computationally cheap.

Klíčová slova

Medical Imaging, Retinal Image Processing,Optic Disc, Image Segmentaton

Autoři

SINGH, A.; DUTTA, M.; PARTHASARATHI, M.; BURGET, R.; ŘÍHA, K.

Rok RIV

2014

Vydáno

29. 11. 2014

ISBN

978-1-4799-6629-5

Kniha

Proceeding s of the International Conference on Contemporary Computing and Informatics

Strany od

480

Strany do

484

Strany počet

5

BibTex

@inproceedings{BUT110877,
  author="Anushikha {Singh} and Malay Kishore {Dutta} and M. {Parthasarathi} and Radim {Burget} and Kamil {Říha}",
  title="An Efficient Automatic Method of Optic Disc Segmentation using Region Growing Technique in Retinal Images",
  booktitle="Proceeding s of the International Conference on Contemporary Computing and Informatics",
  year="2014",
  pages="480--484",
  isbn="978-1-4799-6629-5"
}