Title :
Blood vessel tracking technique for optic nerve localisation for field 1-3 color fundus images
Author :
Lam, Hwee Keong ; Chutatape, Opas
Author_Institution :
Sch. of Electr. & Electron. Eng., Nanyang Technol. Univ., Singapore, Singapore
Abstract :
This paper considers the problem of locating the optic nerve center, a place where the blood vessel and nerve emanate. Our algorithm first identifies the main blood vessel, which is characterized by large width and dark red color, by using amplitude modified second-order Gaussian filter. The optic nerve center is then found by tracking along this main blood vessel to a convergence point. 80 ocular fundus images of various spatial resolutions with and without disease conditions were tested and a success rate of 86% for finding the optic nerve is achieved. It should be stressed that the by-product of this algorithm, i.e. the main blood vessel found, can be used to segment the entire blood vessel network by exploiting their interconnectivity.
Keywords :
Gaussian processes; blood vessels; image colour analysis; medical image processing; neurophysiology; blood vessel tracking technique; color fundus images; ocular fundus images; optic nerve center; second-order Gaussian filter; Biomedical imaging; Blood vessels; Convergence; Diseases; Image segmentation; Optical filters; Optical interconnections; Retina; Spatial resolution; Testing;
Conference_Titel :
Information, Communications and Signal Processing, 2003 and Fourth Pacific Rim Conference on Multimedia. Proceedings of the 2003 Joint Conference of the Fourth International Conference on
Print_ISBN :
0-7803-8185-8
DOI :
10.1109/ICICS.2003.1292703