Automatic parapapillary atrophy shape detection and quantification in colour fundus images

2010 IEEE Biomedical Circuits and Systems Conference, BioCAS 2010

Volumn , Issue , 2010, Pages 86-89

  Lu, Cheng Kai ^a   Tang, Tong Boon ^a   Murray, Alan F ^a   Laude, Augustinus ^b   Dhillon, Baljean ^b  

^a UNIVERSITY OF EDINBURGH   (United Kingdom)

^b PRINCESS ALEXANDRA EYE PAVILION   (United Kingdom)

Author keywords

Chan Vese models; Fundus image; Glaucoma; Optic disc; Parapapillary atrophy

Indexed keywords

CHAN-VESE MODEL; FUNDUS IMAGE; GLAUCOMA; OPTIC DISC; PARAPAPILLARY ATROPHY;

BLOOD VESSELS; IMAGE ENHANCEMENT;

OPHTHALMOLOGY;

EID: 79952409378     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/BIOCAS.2010.5709577     Document Type: Conference Paper

References (12)

1. K. H. Lim, Registration of new blindness in Singapore for 1985-1995. Med. J. Singapore, vol 39, pp. 104-106, 1998.
2. M. Lalonde, M. Beaulieu, and L. Gagnon, "Fast and Robust Optic Disk Detection using Pyramidal Decomposition and Hausdorff-Based Template Matching," IEEE Trans. Med. Imaging, vol. 20, No. 11, pp. 1193-1200, 2001.
3. T. Walter, J.-C. Klein, P. Massin, and A. Erginay, "A contribution of image processing to the diagnosis of diabetic retinopathy - Detection of exudates in color fundus images of the human retina," IEEE Trans. Med. Imaging, vol. 21, No. 10, pp. 1236-1243, 2002
4. S.Tamura and Y. Okamoto, "Zero-crossing interval correction in tracing eye-fundus blood vessels," Pattern Recogn, vol. 21, No.3, pp. 227-233, 1988.
5. M. Niemeijer, M. D. Abramoff, and B. van Ginneken, "Segmentation of the optic disc, macula and vascular arch in fundus photographs," IEEE Trans. Med. Imaging, vol. 26, No. 1, pp. 116-127, 2007.
6. H. Li, and O. Chutatape, "Automated feature extraction in color retinal images by a model based approach," IEEE Trans. Biomed. Eng, vol. 51, No. 2, pp. 246-254, 2004.
7. A. Osareh, M. Mirmehd, B. Thomas, and R. Markham, "Comparison of colour spaces for optic disc localisation in retinal images," in Proc. 16th Int. Conf. Pattern Recognition, vol. 1, pp. 743-746, Aug. 2002.
8. J. Xu, O. Chutatape, and P. Chew, "Automated Optic Disk Boundary Detection by Modified Active Contour Model", IEEE Trans. Biomed. Eng., vol. 54, No. 3, pp. 473-482, March 2007.
9. T. F. Chan, and L. A Vese , "Active contours without edges," IEEE Trans. Image Processing, vol. 10, No. 2, pp. 266-277, 2001.
10. Yandong Tang, Xiaomao Lu, Axel von Freyberg, and Gert Goch, " Automatic Segmentation of the Papilla in a Fundus Image Based on the C-V model and a Shape Restraint," in Proc. Int. Conf. Pattern Recognition (ICPR), Hong Kong, vol.1,pp.183-186, 18 september, 2006.
11. R. Adams, and L. Bischof, "Seeded region growing", IEEE Trans. Pattern Analysis and Machine Intelligence, vol. 16, No. 6, pp. 641-647, 1994.
12. I. J. Deary et al, "The Lothian Birth Cohort 1936: a study to examine influences on cognitive ageing from age 11 to age 70 and beyond," BMC Geriatr., 7, 28, 2007.