Multiresolution localization and segmentation of the optical disc in fundus images using inpainted background and vessel information

Proceedings - International Conference on Image Processing, ICIP

Volumn , Issue , 2011, Pages 2145-2148

  Giachetti, Andrea ^a   Chin, Khai S ^b   Trucco, Emanuele ^b   Cobb, Caroline ^c   Wilson, Peter J ^c  

^a UNIVERSITY OF VERONA   (Italy)

^b UNIVERSITY OF DUNDEE   (United Kingdom)

^c NINEWELLS HOSPITAL   (United Kingdom)

Author keywords

Blood Vessels; In painting; Multiresolution; Optic Disc; Retinal Fundus Images

Indexed keywords

AUTOMATIC LOCATION; BACKGROUND INFORMATION; BRIGHTNESS MODEL; CONSTRAINT LIMITS; CONTOUR DETECTION; CONTOUR SEGMENTATION; FUNDUS IMAGE; GROUND TRUTH; IN-PAINTING; MORPHOLOGICAL SEGMENTATION; MULTI-RESOLUTIONS; MULTIRESOLUTION SCHEME; OBJECTIVE FUNCTIONS; OPTIC DISC; OPTICAL DISCS; OPTICAL DISKS; OPTIMIZATION SCHEME; OPTIMIZERS; VASCULATURE;

BLOOD VESSELS; DATA STORAGE EQUIPMENT; LUMINANCE; OPTICAL DATA PROCESSING; OPTICAL DISK STORAGE;

IMAGE SEGMENTATION;

EID: 84856298392     PISSN: 15224880     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICIP.2011.6116035     Document Type: Conference Paper

References (11)

1. Jr. Michael B. Merickel, Michael D. Abràmoff, Milan Sonka, and Xiaodong Wu, "Segmentation of the optic nerve head combining pixel classification and graph search," 2007, vol. 6512, p. 651215, SPIE.
2. Franois Mendels, Conor Heneghan, and Jean-Philippe Thiran, "Identification of the optic disk boundary in retinal images using active contours," in Proceedings of the Irish Machine Vision and Image Processing Conference, 1999, pp. 103-115.
3. J. Xu, O. Chutatape, and P. Chew, "Automated optic disk boundary detection by modified active contour model,"Biomedical Engineering, IEEE Transactions on, vol. 54, no. 3, pp. 473 -482, 2007.
4. Sribalamurugan Sekhar, Waleed Al-Nuaimy, and Asoke K. Nandi, "Automated localisation of retinal optic disk using hough transform," in ISBI. 2008, pp. 1577-1580, IEEE.
5. Adria Perez-Rovira and Emanuele Trucco, "Robust optic disc location via combination of weak detectors," in Conf Proc IEEE Eng Med Biol Soc, 2008, pp. 3542-5.
6. A.A.-H. Abdel-Razik Youssif, A.Z. Ghalwash, and A.A.S. Abdel-Rahman Ghoneim, "Optic disc detection from normalized digital fundus images by means of a vessels' direction matched filter," IEEE Trans. Medical Imaging, vol. 27, no. 1, pp. 11 -18, 2008.
7. Meindert Niemeijer,MichaelD. Abrmoff, and Bramvan Ginneken, "Fast detection of the optic disc and fovea in color fundus photographs," Medical Image Analysis, vol. 13, no. 6, pp. 859 - 870, 2009, Includes Special Section on Computational Biomechanics for Medicine.
8. Rangaraj Rangayyan,Xiaolu Zhu, Fbio Ayres, andAnna Ells, "Detection of the optic nerve head in fundus images of the retina with gabor filters and phase portrait analysis," Journal of Digital Imaging, vol. 23, no. 4, pp. 438-453, 2010, 10.1007/s10278-009-9261-1.
9. J.J. Staal, M.D. Abramoff, M. Niemeijer, M.A. Viergever, and B. van Ginneken, "Ridge based vessel segmentation in color images of the retina," IEEE Trans. on Medical Imaging, vol. 23, no. 4, pp. 501-509, 2004.
10. Marcelo Bertalmío, Guillermo Sapiro, Vicent Caselles, and Coloma Ballester, "Image inpainting," in SIGGRAPH, 2000, pp. 417-424.
11. A. Criminisi, P. Prez, and K. Toyama, "Object removal by exemplar-based inpainting," in Conf. Computer Vision and Pattern Recog, CVPR'03, Madison, WI, June 2003, vol. 2, pp. 721-728.