Literature DB >> 18002913

Fractal-based automatic localization and segmentation of optic disc in retinal images.

Huajun Ying1, Ming Zhang, Jyh-Charn Liu.   

Abstract

In this paper, we proposed a novel algorithm to detect optic disc location in retinal images. Optic disc is a bright disk area and all major blood vessels and nerves originate from it. With its high fractal dimension of blood vessel, optic disc can be easily differentiated from other bright regions such as hard exudates and artifacts. Compared with existing algorithms, ours has much lower computational cost and is more robust. With its location known, segmentation of optic disc can be done with simple local histogram analysis. The algorithm can be valuable for automated processing for early stage retinal disease.

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Year:  2007        PMID: 18002913     DOI: 10.1109/IEMBS.2007.4353247

Source DB:  PubMed          Journal:  Conf Proc IEEE Eng Med Biol Soc        ISSN: 1557-170X


  5 in total

1.  Detection of the optic nerve head in fundus images of the retina using the Hough transform for circles.

Authors:  Xiaolu Zhu; Rangaraj M Rangayyan; Anna L Ells
Journal:  J Digit Imaging       Date:  2010-06       Impact factor: 4.056

Review 2.  Detection of the optic nerve head in fundus images of the retina with Gabor filters and phase portrait analysis.

Authors:  Rangaraj M Rangayyan; Xiaolu Zhu; Fábio J Ayres; Anna L Ells
Journal:  J Digit Imaging       Date:  2010-01-12       Impact factor: 4.056

3.  Optic disc detection in color fundus images using ant colony optimization.

Authors:  Carla Pereira; Luís Gonçalves; Manuel Ferreira
Journal:  Med Biol Eng Comput       Date:  2012-11-19       Impact factor: 2.602

4.  A region growing and local adaptive thresholding-based optic disc detection.

Authors:  Tariq M Khan; Mehwish Mehmood; Syed S Naqvi; Muhammad Fasih Uddin Butt
Journal:  PLoS One       Date:  2020-01-30       Impact factor: 3.240

5.  Automatic Detection of Optic Disc in Retinal Image by Using Keypoint Detection, Texture Analysis, and Visual Dictionary Techniques.

Authors:  Kemal Akyol; Baha Şen; Şafak Bayır
Journal:  Comput Math Methods Med       Date:  2016-03-27       Impact factor: 2.238

  5 in total

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