Literature DB >> 19163472

Automated localization of the optic disc and the fovea.

M Niemeijer1, M D Abramoff, B van Ginneken.   

Abstract

The detection of the position of the normal anatomy in color fundus photographs is an important step in the automated analysis of retinal images. An automatic system for the detection of the position of the optic disc and the fovea is presented. The method integrates the use of local vessel geometry and image intensity features to find the correct positions in the image. A kNN regressor is used to accomplish the integration. Evaluation was performed on a set of 250 digital color fundus photographs and the detection performance for the optic disc and the fovea were 99.2% and 96.4% respectively.

Mesh:

Year:  2008        PMID: 19163472     DOI: 10.1109/IEMBS.2008.4649969

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


  7 in total

1.  Automated construction of arterial and venous trees in retinal images.

Authors:  Qiao Hu; Michael D Abràmoff; Mona K Garvin
Journal:  J Med Imaging (Bellingham)       Date:  2015-11-19

2.  Automated and simultaneous fovea center localization and macula segmentation using the new dynamic identification and classification of edges model.

Authors:  Sinan Onal; Xin Chen; Veeresh Satamraju; Maduka Balasooriya; Humeyra Dabil-Karacal
Journal:  J Med Imaging (Bellingham)       Date:  2016-09-12

3.  Automated detection of diabetic retinopathy: barriers to translation into clinical practice.

Authors:  Michael D Abramoff; Meindert Niemeijer; Stephen R Russell
Journal:  Expert Rev Med Devices       Date:  2010-03       Impact factor: 3.166

4.  Automated early detection of diabetic retinopathy.

Authors:  Michael D Abràmoff; Joseph M Reinhardt; Stephen R Russell; James C Folk; Vinit B Mahajan; Meindert Niemeijer; Gwénolé Quellec
Journal:  Ophthalmology       Date:  2010-06       Impact factor: 12.079

5.  Robust multiscale stereo matching from fundus images with radiometric differences.

Authors:  Li Tang; Mona K Garvin; Kyungmoo Lee; Wallace L M Alward; Young H Kwon; Michael D Abràmoff
Journal:  IEEE Trans Pattern Anal Mach Intell       Date:  2011-11       Impact factor: 6.226

6.  Automated segmentation of the cup and rim from spectral domain OCT of the optic nerve head.

Authors:  Michael D Abràmoff; Kyungmoo Lee; Meindert Niemeijer; Wallace L M Alward; Emily C Greenlee; Mona K Garvin; Milan Sonka; Young H Kwon
Journal:  Invest Ophthalmol Vis Sci       Date:  2009-07-15       Impact factor: 4.799

7.  Detecting optic disc on asians by multiscale gaussian filtering.

Authors:  Bob Zhang; Jane You; Fakhri Karray
Journal:  Int J Biomed Imaging       Date:  2012-06-26
  7 in total

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