A novel integrated approach using dynamic thresholding and edge detection (IDTED) for automatic detection of exudates in digital fundus retinal images

Proceedings - International Conference on Computing: Theory and Applications, ICCTA 2007

Volumn , Issue , 2007, Pages 705-710

  Sagar, Anantha Vidya ^a   Balasubramaniam, S ^a   Chandrasekaran, V ^a  

^a SRI SATHYA SAI INSTITUTE OF HIGHER LEARNING   (India)

Author keywords

[No Author keywords available]

Indexed keywords

DISEASES; OPHTHALMOLOGY; PATIENT TREATMENT; PRINCIPAL COMPONENT ANALYSIS; SENSITIVITY ANALYSIS;

AUTOMATIC SCREENING; DIABETIC RETINOPATHY (DR); IDTED METHOD; OPTIC DISC (OD);

EDGE DETECTION;

EID: 34547356657     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICCTA.2007.16     Document Type: Conference Paper

References (14)

1. Evans J, Rooney C, Ashgood S et al. Blindness and partial sight in England and Wales April 1990-March 1991. Health Trends 28:5-12, 1996.
2. th IEEE International Conference on Engineering in Medicine and Biology Society, pages:524-525,1997
3. Li Huiqi and C.Opas, Automatic location of optic disc in retinal images, In the proceedings of the International Conference on Image Processing, pages: 837-840, 2001.
4. C. Sinthanayothin, J. Boyce, H. Cook, T. Williamson. Automated localization of optic disc, fovea, and retinal blood vessels from digital colour fondus images, Br. J. Opthalmol, 1999,83,pp.902-910.
5. th IEEE International Conference on Computer Vision, (ICCV 2003), pp. 394-399, October, 2003.
6. N. P. Ward, S. Tomlinson, and C. J. Taylor, "Image analysis of fondus photographs - The detection and measurement of exudates associated with diabetic retinopathy," Ophthalmol., vol. 96, pp. 80-86, 1989.
7. C. Sinthanayothin, J. F. Boyce, T. H. Williamson, H. L. Cook, E. Mensah, S. Lal, and D. Usher, "Automated detection of diabetic retinopathy on digital fondus image," Diabetic Med., vol. 19, no. 2, pp. 105-112, 2002.
8. A. Osareh, M. Mirmehdi, B. Thomas, and R Marham, "Automatic recognition of exudative maculopathy using fozzy c-means clustering and neural networks," in Proc. Medical Image Understanding Analysis Conf., July 2001, pp.49-52.
9. T. Walter, J. C. Klein, P. Massin, and A. Erginay, "A contribution of image processing to the diagnosis of diabetic retinopathy detection of exudates in color fondus images of the human retina," IEEE Trans. Med. Imag., vol. 21, no. 7, pp. 1010-1019, Jul.2001.
10. H. Wang, W. Hsu, K. G Goh, and M. Lee. "An effective approach to detect lesions in color retinal images," IEEE Conference on Computer Vision and Pattern Recognition, vol. 2, pp. 181-186, Jun. 2000.
11. th Annual International Conference of the IEEE EMBS.
12. N. Otsu, "A thresholding selection method from gray level histogram", IEEE Trans.Syst, Man,Cybern, Vol.9,pp.62-66, 1979.
13. th International Conference on Pattern Recognition, pages 743-746. IEEE Computer Society, August 2002.
14. http://cmm.ensmp.fr/~walter/