Automatic detection of the optic disc, fovea and vascular arch in digital color photographs of the retina

BMVC 2005 - Proceedings of the British Machine Vision Conference 2005

Volumn , Issue , 2005, Pages

  Niemeijer, Meindert ^a   Van Ginneken, Bram ^a   Ter Haar, Frank ^b   Abràmoff, Michael D ^c  

^a UNIVERSITY MEDICAL CENTER UTRECHT   (Netherlands)

^b UTRECHT UNIVERSITY   (Netherlands)

^c UNIVERSITY OF IOWA   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

ARCHES;

AUTOMATIC DETECTION; COMBINATION OF OPTIMIZATIONS; COMPONENT MODEL; DIGITAL COLOR PHOTOGRAPHS; ENERGY FUNCTIONS; HUMAN OBSERVERS; SPECIFIC ENERGY; TARGET POSITION;

COMPUTER VISION;

EID: 84898458837     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.5244/C.19.17     Document Type: Conference Paper

References (14)

1. S. Arya, D.M. Mount, N.S. Netanyahu, R. Silverman, and A.Y. Wu. An Optimal Algorithm for Approximate Nearest Neighbor Searching in Fixed Dimensions. Journal of the ACM, 45(6): 891-923, 1998.
2. T. F. Cootes, G. J. Edwards, and C. J. Taylor. Active appearance models. IEEE Transaction on Pattern Analysis and Machine Intelligence, 23(6): 681-685, 2001.
3. T. F. Cootes and Taylor. On representing edge structure for model matching. In Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition, pages 1114-1120, 2001.
4. T. F. Cootes, C. J. Taylor, D. Cooper, and J. Graham. Active shape models - their training and application. Computer Vision and Image Understanding, 61(1): 38-59, 1995.
5. A. Corana, M. Marchesi, C. Martini, and S. Ridella. Minimizing multimodal functions of continuous variables with the "simulated annealing" algorithm. ACM Transactions on Mathematical Software, 13(3): 262-280, 1987.
6. D. Eberly. Skeletonization of 2d binary images, 2001. http://www.magic-software.com/Documentation/Skeletons.pdf.
7. M. Foracchia, E. Grisan, and A. Ruggeri. Detection of optic disk in retinal images by means of a geometrical model of vessel structure. IEEE Transactions on Medical Imaging, 23(10): 1189-1195, 2004.
8. S. Kirkpatrick, C.D. Gelatt, and M.P. Vecchi. Optimization by simulated annealing. Science, 220(4598): 671-680, 1983.
9. H. Li and O. Chutatape. Automated feature extraction in color retinal images by a model based approach. IEEE Transactions on Biomedical Engineering, 51(2): 246-254, 2004.
10. J.A. Nelder and R. Mead. A simplex method for function minimization. Computer Journal, pages 308-313, 1965.
11. M. Niemeijer, J.J. Staal, B. van Ginneken, M. Loog, and M.D. Abramoff. Comparative study of retinal vessel segmentation methods on a new publicly available database. In J. Michael Fitzpatrick and M. Sonka, editors, SPIE Medical Imaging, Volume 5370, pages 648-656. SPIE, SPIE, 2004.
12. W.H. Press, S.A. Teukolsky, W.T. Vetterling, and B.P. Flannery. Numerical Recipes in C. Cambridge University Press, Cambridge, 2nd edition, 1999.
13. D. Ruprecht and H. Müller. Image warping with scattered data interpolation. IEEE Computer Graphics and Applications, 15(2): 37-43, 1995.
14. S. Sclaroff and J. Isidoro. Active blobs: Region-based, deformable appearance models. IEEE Computer Graphics and Applications, 89(2-3): 197-225, 2003.