Automated localisation of optic disk and fovea in retinal fundus images

European Signal Processing Conference

Volumn , Issue , 2008, Pages

  Sekhar, S ^a   Al Nuaimy, W ^a   Nandi, A K ^a  

^a UNIVERSITY OF LIVERPOOL   (United Kingdom)

Author keywords

[No Author keywords available]

Indexed keywords

CLINICAL DATA; CLINICAL STUDY; DIABETIC RETINOPATHY; EYE DISEASE; FUNDUS IMAGE; FUNDUS PHOTOGRAPHS; LOCALISATION; MEDICAL IMAGE ANALYSIS; MORPHOLOGICAL OPERATIONS; NON-INVASIVE TREATMENT; OPTIC DISKS; SPATIAL RELATIONSHIPS;

DIAGNOSIS; EYE PROTECTION; HOUGH TRANSFORMS; IMAGE ANALYSIS; MATHEMATICAL MORPHOLOGY; NONINVASIVE MEDICAL PROCEDURES; OPHTHALMOLOGY; PHOTOGRAPHY; SIGNAL PROCESSING;

IMAGE SEGMENTATION;

EID: 77958175533     PISSN: 22195491     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (14)

1. H. Li and O. Chutatape, "Automated feature extraction in color retinal images by a model based approach", IEEE Trans. Biomed. Eng, vol. 51, pp. 246-254, 2004.
2. C. Sinthanayothin, J. F. Boyce, H. L. Cook and T. H. Williamson, "Automatic localisation of the optic disk, fovea, and retinal blood vessels from digital colour fundus images", Br J. Ophthalmol., vol. 83, no. 8, pp. 902-910, 1999.
3. K. Akita and H. Kuga, "A computer method of understanding ocular fundus images", Pattern Recogn, vol. 15, no. 6, pp. 431-143, 1982.
4. F. Mendels, C. Heneghan, and J.P. Thiran, "Identification of the optic disk boundary in retinal images using active contours", in Proc. Irish Machine Vision Image Processing Conf, pp. 103-115, Sept. 1999.
5. T. Walter and J. C. Klein, "Segmentation of color fundus images of the human retina: Detection of the optic disk and the vascular tree using morphological techniques", in Proc. 2nd Int. Symp. Medical Data Analysis, pp. 282-287, Oct. 2001.
6. A. Hoover and M. Goldbaum, "Locating the optic nerve in a retinal image using the fuzzy convergence of the blood vessels", IEEE Trans Biomed. Eng, vol. 22, pp. 951-958, 2003.
7. M. Park, J. S. Jin and S. Luo, "Locating the optic disk in retinal images", in Proc. Intl. Conf. on Computer Graphics, Imaging and Visualisation, pp. 141-145, 2006.
8. F. Zana, I. Meunier and J. C. Klein, "A region merging algorithm using mathematical morphology: application to macula detection", in Proc. Intl. Symp. on Mathematical Morphology, pp. 423-430, 1998.
9. M. Ibanez and A. Simo, "Bayesian detection of the fovea in eye fundus angiographies", Pattern Recognition Letters, pp. 229-240, 1999.
10. M. Goldbaum, S. Moezzi, S. Taylor, S. Chatterjee, J. Boyd, E. Hunter, R. Jain, "Automated diagnosis and image understanding with object extraction, object classification, and inferencing in retinal images", in Proc. IEEE Intl. Conf. on Image Processing, vol. 3, pp. 695-698, 1996.
11. O. Chutatape, "Fundus foveal localisation based on vessel model", in Proc. IEEE Engineering in Medicine and Biology Society Intl. Conf, pp. 4440-4444, Sept. 2006.
12. J. J. Staal, M. D. Abramoff, M. Niemeijer, M. A. Viergever and B. V Ginneken, "Ridge based vessel segmentation in color images of the retina", IEEE Trans. Med. Imag, vol. 23, pp. 501-509, 2004.
13. STARE project, Clemson University. http://www. ces.clemson. edu/~ahoover/ stare
14. S. A. Salem, N. M. Salem and A. K. Nandi, "Segmentation of retinal blood vessels using a novel clustering algorithm (RACAL) with a partial supervision strategy", Medical and Biomedical Engineering and Computing, vol. 45, no.3, pp. 261-273, 2007.