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Call for Paper - May 2015 Edition
IJCA solicits original research papers for the May 2015 Edition. Last date of manuscript submission is April 20, 2015. Read More

A comparative Study on Optic Disc Localization with Application to Diabetic Retinopathy in Fundus Images

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IJCA Proceedings on National Conference on Recent Advances in Information Technology
© 2014 by IJCA Journal
NCRAIT - Number 2
Year of Publication: 2014
Authors:
G. G. Rajput
Preethi N. Patil

G G Rajput and Preethi N Patil. Article: A comparative Study on Optic Disc Localization with Application to Diabetic Retinopathy in Fundus Images. IJCA Proceedings on National Conference on Recent Advances in Information Technology NCRAIT(2):42-45, February 2014. Full text available. BibTeX

@article{key:article,
	author = {G. G. Rajput and Preethi N. Patil},
	title = {Article: A comparative Study on Optic Disc Localization with Application to Diabetic Retinopathy in Fundus Images},
	journal = {IJCA Proceedings on National Conference on Recent Advances in Information Technology},
	year = {2014},
	volume = {NCRAIT},
	number = {2},
	pages = {42-45},
	month = {February},
	note = {Full text available}
}

Abstract

Diabetic retinopathy (DR) is one of the leading causes of blindness in the world among patients suffering from diabetes. It is an ocular disease and progressive by nature. DR is characterized by pathologies, namely, micro aneurysms, hard exudates, soft exudates, hemorrhages, etc. The presence of exudates is the prominent sign of non-proliferative DR. To successfully detect exudates, it is useful to localize the optic disc in the retinal image under study because it appears in similar bright pattern, color and contrast as exudates appear. In this paper, we review different methods of optic disc localization and compare their results by performing experiments on standard and local database of fundus images.

References

  • S. Wild, G. Roglic, A. Green, R. Sicree, and H. King, "Global prevalence of diabetes: estimates for the year 2000 and projections for 2030," Diabetes Care, vol. 27, no. 5, pp. 1047–1053, 2004.
  • C. A. McCarty, C. W. Lloyd-Smith, S. E. Lee, P. M. Livingston, Y. L. Stanislavsky, and H. R. Taylor, "Use of eye care services by people with diabetes: the Melbourne Visual Impairment Project," Br J Ophthalmol, vol. 82, no. 4, pp. 410–414, 1998.
  • D. A. Askew, L. Crossland, R. S. Ware, S. Begg, P. Cranstoun, P. Mitchell, and C. L. Jackson, "Diabetic retinopathy screening and monitoring of early stage disease in general practice: design and methods," Contemp Clin Trials, vol. 33, no. 5, pp. 969–975, 2012.
  • www. nei. nih. gov/health/diabetic/retinopathy. asp.
  • G. G. Rajput, Preethi N. Patil, Ramesh Chavan, "Automatic detection of hard & soft exudates from fundus images using morphological operations", 2nd National Conference on Innovative Paradigms in Engineering and Technology (NCIPET-2013), pp 1-4.
  • www. patient. co. uk/health/diabetic-retinopathy.
  • Dr. G. G. Rajput, Preethi N Patil and Ramesh chavan, "Automatic detection of microaneurysms from fundus images using morphological operation", Lecture Notes in Electrical Engineering/ Springer/ India 2013.
  • Kittipolwisaing, NualsawatHiranskolwong and EkkaratPothiruk proposed an "Automatic optic disc detection form low contrast retinal images" Applied Mathematical Sciences, Vol. 6, 2012, no. 103, 5127 – 5136
  • Siddalingaswamy P. C. and GopalakrishnaPrabhu . K proposed" Automatic Localization and Boundary Detection of Optic Disc Using Implicit Active Contours". 2010 International Journal of Computer Applications (0975 – 8887)Volume 1 – No. 7
  • Viranee Thongnuch and Bunyarit Uyyanonvara proposed "Automatic optic disc detection from low contrast retinal image of ROP infant usinf GVF snake" Suranaree J. Sci. Technol. Vol. 14 No. 3; July-September 2007
  • Akara Shopharak, Bunyarit Uyyanonvara, "Automatic Exudates Detection on Thai Diabetic Retinopathy Patients Retinal Images", Proceeding of the 2006 ECIT International conference, pp 709-712; may (2006).
  • Akara Shopharak, Bunyarit Uyyanonvara," Automatic Exudates Detection from Diabetic Retinopathy Retinal Images using Fuzzy C-mean & Morphological methods", proceedings of the 3rd International Conference Advances in Computer Science and Technology (IASTED), April 2-4,2007".
  • Akara Shopharak, Bunyarit Uyyanonvara, " Automatic Exudates Detection from Diabetic Retinopathy Exudates from Non-Dilated Retinal Images using Mathematical Morphology Methods", Computerized Medical Imaging & Graphics, 32(2008), pp 720-727.
  • Feroui Amel, Messadi Mohammed and Bessaid Abdelhafid, "Improvement of the Hard Exudates Detection Method Used For Computer- Aided Diagnosis of Diabetic Retinopathy", I. J. Image, Graphics and Signal Processing, 2012, 4, pp 19-27.
  • Dr. G. G. Rajput and Preethi N Patil, "Detection and classification of exudates using k-means clustering in color retinal images", to be presented and published.
  • Rafael C. Gonzalez, Richard Eugene Woods, Steven L. Eddins, "Digital image processing using matlab" Pearson Education India.
  • Sinthanayothin C, Boyce JF, Cook HL, Williamson TH, "Automated localization of the optic disc, fovea, and retinal blood vessels from digital color fundus images". Br J Ophthalmol 1999; 83:902–10.
  • Walter T, Klein JC, Massin P, Erginay A. A, "Contribution of image processing to the diagnosis of diabetic retinopathy—detection of exudates in color fundus images of the human retina", IEEE Trans Med Image 2002; 21:1236–43.
  • Sanchez CI, Hornero R, Lopez MI, "Retinal image analysis to detect and quantify lesions associated with diabetic retinopathy", Proceedings of the International Conference on Engineering in Medicine and Biology Society IEEE. 2004. p. 1624–7.
  • Zhang X, Opas C. , "Detection and classification of bright lesions in color fundus images", Proceedings of the International Conference on Image Processing IEEE. 2004. p. 139–42.
  • Patel Janakkumar Baldevbhai, R. S. Anand, "Color Image Segmentation for Medical Images using L*a*b* color space", ISOR Journal of Electronics and Communication Engineering (ISORJECE), ISSN: 2278-2834, volume 1, issue 2 (May-June), pp 24-45.
  • Jaspreet Kaur, Dr H. P. Sinha proposed "Automated Localization of Optic Disc and Macula from fundus Images" , International Journal of Advanced Research in Computer Science and Software Engineering, ISSN – 2277128X, Volume 2, issue 4, April 2012.
  • http://kidbangalore. in/