2D adaptive filtering and region growing algorithm for the detection of microaneurysms in retinal angiograms

Proceedings of SPIE - The International Society for Optical Engineering

Volumn 5370 III, Issue , 2004, Pages 1924-1931

  Serrano, Carmen ^a   Acha, Begoña ^a   Revuelto, Sergio ^a  

^a UNIVERSIDAD DE SEVILLA   (Spain)

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; ANGIOGRAPHY; DISEASES; FUNCTIONS; PATIENT TREATMENT; VISION;

DIABETIC RETINOPATHY; GAUSSIAN FUNCTIONS; MICROANEURYSM;

ADAPTIVE FILTERING;

EID: 5644294411     PISSN: 0277786X     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1117/12.535118     Document Type: Conference Paper

References (11)

1. American Diabetes Association homepage: http//:www.diabetes.org/info/facts
2. N. Raimundo, "Situación actual de la diabetes mellitus en España", http//:www.nutrar.com
3. J. Evans. C. Rooney, S. Ashgood, N. Dattan, R. Wormald, "Blindness and partial sight in England and Wales April 1900-March 1991", Health trends, vol.28, pp. 5-12, 1996.
4. J.J. Hipwell, F. Strachan, J.A. Olson, K.C. McHardy, P.F. Sharp, J.V. Forrester, "Automated detection of microaneurysms in digital red-free photographs: a screening tool", Diabet. Med. 200, vol, 17, pp. 130-137.
5. D. Usher, M. Dumsky, M. Himaga, T.H. Williamson, S.Nussey, J.Boyce, "Automated detection of diabetic retinopathy in digital retinal images: a tool for diabetic retinopathy screening", Diabetic Medicine, vol. 21, no. 1, pp.84, Jan. 2004.
6. A.M. Mendoça, A.J. Campilho, J.M Nunes, "Automatic segmentation of microaneurysms in retinal angiogram of diabetic patients", Proc. Int. Conf. on Image Analysis and Processing, pp. 728-733, Venice 1999.
7. G. R. Kuduvalli, R. M. Rangayyan, "An Algorithm for Direct Computation of 2-D Linear Prediction Coefficients", IEEE Trans. on Signal Processing, vol. 41, no. 2, pp. 996-999, Feb. 1993.
8. G. R. Kuduvalli, R. M. Rangayyan, "Performance of Reversible Image Compression Techniques for High-Resolution Digital Teleradiology", IEEE Trans. on Medical Imaging, vol. 11, no. 3, pp. 430-445, Sept. 1992.
9. J.G. Proakis, D. G. Manolakis, Digital Signal Processing, Prentice-Hall, Englewood Cliffs, NJ, 1998.
10. S. Haykin, Adaptive Filter Theory, Prentice-Hall, Englewood Cliffs, NJ, 1996.
11. Bankman I.N., Nizialek T., Simon I., Gatewood O.B., Weinberg I.N., Brody W.R. "Segmentation algorithms for detecting microcalcifications in mammograms", IEEE Trans. on Information Technology in Biomedicine; vol.1, no. 2, pp. 141-149, 1997.