Automated detection of red lesions from digital colour fundus photographs

Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS

Volumn , Issue , 2011, Pages 6232-6235

  Jaafar, Hussain F ^a   Nandi, Asoke K ^a   Al Nuaimy, Waleed ^a  

^a UNIVERSITY OF LIVERPOOL   (United Kingdom)

Author keywords

[No Author keywords available]

Indexed keywords

AUTOMATED DETECTION; BLOOD VESSEL DETECTION; COMPUTER-AIDED SYSTEMS; DIABETIC RETINOPATHY; EARLY DETECTION; FUNDUS PHOTOGRAPHS; PRE-PROCESSING; RED LESIONS; RETINAL STRUCTURE; RULE-BASED CLASSIFIER; TEST SETS; VISION LOSS;

BLOOD; DAMAGE DETECTION; EYE PROTECTION; OPHTHALMOLOGY; PHOTOGRAPHY;

BLOOD VESSELS;

ALGORITHM; ARTICLE; ARTIFACT; AUTOMATED PATTERN RECOGNITION; AUTOMATION; COLORIMETRY; COMPUTER GRAPHICS; DIABETIC RETINOPATHY; DIAGNOSTIC IMAGING; EYE FUNDUS; FACTUAL DATABASE; HUMAN; IMAGE PROCESSING; INFORMATION PROCESSING; METHODOLOGY; PATHOLOGY; REPRODUCIBILITY; RETINA; RETINA BLOOD VESSEL; SENSITIVITY AND SPECIFICITY;

ALGORITHMS; ARTIFACTS; AUTOMATIC DATA PROCESSING; AUTOMATION; COLORIMETRY; COMPUTER GRAPHICS; DATABASES, FACTUAL; DIABETIC RETINOPATHY; DIAGNOSTIC IMAGING; FUNDUS OCULI; HUMANS; IMAGE PROCESSING, COMPUTER-ASSISTED; PATTERN RECOGNITION, AUTOMATED; REPRODUCIBILITY OF RESULTS; RETINA; RETINAL VESSELS; SENSITIVITY AND SPECIFICITY;

EID: 84055189194     PISSN: 1557170X     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/IEMBS.2011.6091539     Document Type: Conference Paper

References (12)

1. D. S. Fong, L. Aiello, T. W. Gardner, G. L. King, G. Blankenship, J. D. Cavallerano, F. L. Ferris, and R. Klein, "Diabetic retinopathy," Diabetes Care, vol. 26, no.1, pp. 226-229, 2003.
2. Facts about diabetic retinopathy, National Eye Institute, available from: http://www.nei.nih.gov/health/diabetic/retinopathy.asp
3. M. Niemeijer, B. V. Ginneken, J. Staal, M. S. Suttorp-Schulton and M. D. Abramoff, "Automatic detection of red lesions in digital color fundus photograph," IEEE Trans Med Imaging, vol. 24(5), May 2005.
4. U. R. Acharya, C. M. Lim, E. Y. K. Ng, C. Chee, and T. Tamura, "Computer-based detection of diabetes retinopathy stages using digital fundus images," J. Engineering in Medicine, 223, pp. 545-553, 2009.
5. T. Walter, P. Massin, A. Erginary, R. Ordonez, C. Jeulin, and J. Klein, "Automatic detection of microaneurysms in color fundus images," Medical Image Analysis, vol. 11, pp. 555-566, 2007.
6. P. Kahai, K. R. Namuduri, and H. A. Thompson, "A decision support framework for automated screening of diabetic retinopathy," Int. J. Biomed. Imaging, pp. 1-8, 2006.
7. J. Spencer, J. A. Oslon, K. C. McHardy, P. F. Sharp, and J. V. Forrester, "An image-strategy for the segmentation and quantification of microaneurysms in fluorecein angiograms of the ocular fundus," Comput. Biomed. Res., vol. 29, pp. 284-302, 1996.
8. T. Walter, J. C. Klein, P. Massin, "A contribution of image processing to the diagnosis of diabetic retinopathy detection of exudates in colour fundus images of the human retina," IEEE Trans Med Imaging, vol. 21, pp. 1236-43, 2002.
9. M. Niemeijer, M. D. Abramoff, and B. V. Ginneken, "Fast detection of the optic disk and fovea in color fundus photographs," Med Image Anal, vol. 13, pp. 859-870, 2009.
10. H. Li, O. Chutatape, "Automated feature extraction in color retinal images by a model based approach," IEEE Trans Biomed Eng, vol. 51(2), pp. 246-254, 2004.
11. T. Kauppi, V. Kalesnykiene, J. K. Kamarainen, L. Lensu, I. Sorri, A. Raninen, R. Voutilainen, H. Uusitalo, H. Kalviainen, J. Pietila, "DIARETDB1: diabetic retinopathy database and evaluation protocol," Technical report, Faculty of Medicine, University of Kuopio, Finland, 2007.
12. T. Kauppi, et al., "DIARETDB0: Evaluation database and morphology for diabetic retinopathy algorithm," Technical report, Lappeenranta University of Technology, Finland, 2006.