ARGALI- An automatic cup-to-disc ratio measurement system for Glaucoma detection and analysis framework

Progress in Biomedical Optics and Imaging - Proceedings of SPIE

Volumn 7260, Issue , 2009, Pages

  Liu, J ^a   Wong, D W K ^a   Lim, J H ^a   Li, H ^a   Tan, N M ^a   Wong, T Y ^b  

^a INSTITUTE FOR INFOCOMM RESEARCH   (Singapore)

^b NATIONAL UNIVERSITY OF SINGAPORE   (Singapore)

Author keywords

Cup to disc ratio; Glaucoma; Level set; Neural network

Indexed keywords

COLOR INTENSITY; CUP-TO-DISC RATIO; EARLY DETECTION; ELLIPSE FITTING; EMPLOYING LEVELS; FUNDUS IMAGE; FURTHER DEVELOPMENT; GLAUCOMA; GLAUCOMA DETECTION; INDIVIDUAL COMPONENTS; INTRA-OBSERVER VARIABILITY; LEARNING FUNCTIONS; LEVEL-SET; MEASUREMENT SYSTEM; OCULAR DISEASE; OPTIC DISC; PERMANENT BLINDNESS; RETINAL IMAGE;

EDUCATION; MEDICAL IMAGING; NEURAL NETWORKS; OPHTHALMOLOGY;

COMPUTER AIDED DIAGNOSIS;

EID: 66749085693     PISSN: 16057422     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1117/12.810956     Document Type: Conference Paper

References (20)

1. Quigley, H.A., Broman, A.T., "The number of people with glaucoma worldwide in 2010 and 2020," Br J Ophthalmol 90, 262-267 (2006) (Pubitemid 43325451)
2. Damms, T., Dannheim, F., "Sensitivity and specificity of optic disc parameters in chronic glaucoma," Invest. Ophth. Vis. Sci. 34, 2246-2250 (1993) (Pubitemid 23191251)
3. Sinthanayothin, C., Boyce, J.F., Cook, H.L., Williamson, T.H., "Automated localisation of the optic disc, fovea, and retinal blood vessels from digital colour fundus images," Br J Ophthalmol 83, 902-910 (1999) (Pubitemid 29376022)
4. Pinz, A., Bernogger, S., Datlinger, P., Kruger, A.A.K.A. "Mapping the human retina," IEEE T. Med. Imag. 17, 606-619 (1998) (Pubitemid 128747716)
5. Lowell, J., Hunter, A., Steel, D., Basu, A.A.B.A., Ryder, R.A.R.R., Fletcher, E.A.F.E., Kennedy, L.A.K.L., "Optic nerve head segmentation," IEEE T. Med. Imag. 23, 256-264 (2004)
6. Abramoff, M.D., Alward, W.L.M., Greenlee, E.C., Shuba, L., Kim, C.Y., Fingert, J.H., Kwon, Y.H., "Automated Segmentation of the Optic Disc from Stereo Color Photographs Using Physiologically Plausible Features," Invest. Ophth. Vis. Sci. 48, 1665 (2007)
7. Hoover, A., Goldbaum, M.,"Locating the optic nerve in a retinal image using the fuzzy convergence of the blood vessels," IEEE T. Med. Imag. 22, 951-958 (2003)
8. Foracchia, M., Grisan, E., Ruggeri, A., "Detection of optic disc in retinal images by means of a geometrical model of vessel structure," IEEE T. Med. Imag. 23, 1189-1195 (2004)
9. Li, H., Chutatape, O., "Boundary detection of optic disk by a modified ASM method," Pattern Recognition 36, 2093-2104 (2003) (Pubitemid 36726826)
10. Li, H., Chutatape, O., "Automated feature extraction in color retinal images by a model based approach," IEEE T. Bio-med. Eng. 51, 246-254 (2004) (Pubitemid 38133604)
11. Xu, J., Chutatape, O., Sung, E., Zheng, C., Chew Tec Kuan, P., "Optic disk feature extraction via modified deformable model technique for glaucoma analysis," Pattern Recognition 40, 2063-2076 (2007) (Pubitemid 46497239)
12. Liu, J., Lim, J.H., Wong, D.W.K., Jia, X., Yin, F., Li, H., Wong, T.Y., "Image-Based Automatic Glaucoma Diagnosis," Asian Conference on Computer Aided Surgery, Singapore (2007)
13. Stanley, O., James, A.S.,"Fronts propagating with curvature-dependent speed: algorithms based on Hamilton-Jacobi formulations," J. Comput. Phys. 79, 12-49 (1988)
14. Popovic, A., Wu, T., Engelhardt, M., Radermacher, K., "Modeling of Intensity Priors for Knowledge-Based Level Set Algorithm in Calvarial Tumors Segmentation," MICCAI 2006 LNCS 4191, 864-871 (2006) (Pubitemid 44609302)
15. Li, S., Fevens, T., Krzy¿ak, A., Jin, C., Li, S., "Toward Automatic Computer Aided Dental X-ray Analysis Using Level Set Method," MICCAI 2005 LNCS 3749, 670-678 (2005) (Pubitemid 43828308)
16. Chunming, L., Chenyang, X., Changfeng, G., Fox, M.D.A.F.M.D., "Level set evolution without re-initialization: a new variational formulation," CVPR 2005 vol. 431 430-436 (2005) (Pubitemid 43897225)
17. Fitzgibbon, A., Pilu, M., Fisher, R.B., "Direct least square fitting of ellipses," IEEE T. Pattern Anal. 21, 476-480 (1999)
18. Kim, H., Ishikawa, S., Khalid, M., Otsuka, Y., Shimizu, H., Nakada, Y., Shinomiya, T., Viergever, M., "Automatic Spinal Deformity Detection Based on Neural Network," MICCAI 2003 LNCS 2878, 802-809 (2003) (Pubitemid 40056314)
19. Markey, M.K., Lo, J.Y., Floyd, C.E., Jr., "Differences between Computer-aided Diagnosis of Breast Masses and That of Calcifications," Radiology, 2232011257 (2002) (Pubitemid 34454331)
20. Varma, R., Spaeth, G.L., Steinmann, W.C., Katz, L.J., "Agreement between clinicians and an image analyzer in estimating cupto- disc ratios," Arch Ophthalmol 107, 526-529 (1989) (Pubitemid 19101010)