Robust detection of microaneurysms for sight threatening retinopathy screening

Proceedings - 6th Indian Conference on Computer Vision, Graphics and Image Processing, ICVGIP 2008

Volumn , Issue , 2008, Pages 520-527

  Bhalerao, Abhir ^a   Patanaik, Amiya ^b   Anand, Sarabjot ^a   Saravanan, Pounnusamy ^c  

^a UNIVERSITY OF WARWICK   (United Kingdom)

^b INDIAN INSTITUTE OF TECHNOLOGY   (India)

^c UNIVERSITY HOSPITALS COVENTRY AND WARWICKSHIRE NHS TRUST   (United Kingdom)

Author keywords

[No Author keywords available]

Indexed keywords

CIRCULAR-SYMMETRIC FILTERS; DIABETIC RETINOPATHIES; EIGEN IMAGES; FUNDUS IMAGES; IMAGE PROCESSING ALGORITHMS; MICROANEURYSM; MICROANEURYSMS; MORPHOLOGICAL ANALYSIS; NOVEL METHODS; ROBUST DETECTIONS; ROC CURVES; VISUAL SEARCHES;

COMPUTER VISION; EYE PROTECTION; IMAGING SYSTEMS; OPHTHALMOLOGY; SUGAR (SUCROSE); VISUAL COMMUNICATION;

IMAGE ENHANCEMENT;

EID: 65249122379     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICVGIP.2008.25     Document Type: Conference Paper

References (11)

1. A. Bhalerao and S. Anand and P. Saravanan. Retinal Fundus Image Constrast Normalization using Mixture of Gaussians. In Proceedings of 42nd Asilomar Conference on Signals, Systems and Computers. IEEE Signal Processing Society, 2008.
2. D. Abràmoff, M. Niemeijer, M. S. A. Suttorp-Schulten, M. A. Viergever, S. R. Russell, and B. van Ginneken. Evalution of a System for Automatic Detection of Diabetic Retinopathy from Color Fundus Photographs in a Large Population of Patients With Diabetes. Diabetes Care, 31:193-198, 2008.
3. D. P. Chakraborty. ROC curves predicted by a model of visual search. Physics in Medicine and Biology, 51(14):3463-3482, 2006.
4. J. Evans, C. Rooney, S. Ashgood, N. Dattan, and R. Worlmald. Blindness and partial sight in England and Wales April 1900-March 1991. Health Trends, 28:5-12, 1996.
5. A. D. Fleming, S. Philip, K. A. Goatman, J. A. Olson, and P. F. Sharp. Automated Microaneurysm Detection Using Local Contrast Normalization and Local Vessel Detection. IEEE Transactions on Medical Imaging, 25(9):1123-1232, 2006.
6. H. Knutsson and G. H. Granlund. Apparatus for determining the degree of variation of a feature in a region of an image that is divided into discrete picture elements. Swedish Patent 8502569-0 1986/US Patent 4.747.151, 1988, 1996.
7. X. Mo and R. Wilson. Discriminant Eigengels: A Statistical Approach to 2-D Gel Analysis. In Workshop on Genomic Signal Processing and Statistics, Raleigh, North Carolina, USA, October 2002.
8. H. Narashimha-Iyer, A. Can, B. Roysam, C. V. Stewart, H. L. Tenenbaum, A. Majerovics, and H. Singh. Robust Detection and Classification of Longitudinal Changes in Color Retinal Fundus Images for Monitoring Diabetic Retinopathy. IEEE Transactions on Biomedical Engineering, 53(6):1084-1098, 2006.
9. S. Philip, A. D. Fleming, K. A. Goatman, S. Foneseca, P. Mcnamee, G. S. Scotland, G. J. Prescott, P. F. Sharpe, and J. A. Olson. The efficacy of automated ́disease/non diseasé grading for diabetic retinopathy in a systematic screening programme. British Journal of Ophthalmology, 91:1512-1517, 2007.
10. L. Streeter and M. J. Cree. Microaneurysm Detection in Colour Fundus Images. In Proceedings of Image and Vision Computing 2003, New Zeland, pages 280-285, 2003.
11. T. Kauppi and V. Kalesnykiene and J.-K. Kamaraniene and L. Lensu and I. Sorri and A. Raninen and R. Voutilainen and J. Pietil̈a. The DIARETDB1 diabetic retinopathy database and evaluation protocol. In Proceedings of British Machine Vision Conference, 2007, pages 252-261, 2007.