Title :
Quantitative assessments of cup-to-disk ratios in spectral domain optical coherence tomography images for glaucoma diagnosis
Author :
Yu-Ping Wang ; Qiang Chen ; Sheng-tao Lu
Author_Institution :
Sch. of Comput. Sci. & Eng., Nanjing Univ. of Sci. & Technol., Nanjing, China
Abstract :
Glaucoma, a leading cause of blindness, can change the optic disk and cup significantly. Therefore, the calculation of cup-to-disk ratios is important for glaucoma diagnosis. Currently, most of techniques are only applicable for digital fundus images, not spectral domain optical coherence tomography (SDOCT) images. In this paper, we propose an automatic method to calculate the cup-to-disk ratio in OCT images. The two breakpoints of the retinal pigment epithelium (RPE) layer are firstly detected by combining corresponding binary and flattening images, following the inner limiting membrane (ILM) layer segmentation according to the intensity difference between background and retinal layers. Then, the cup-to-disk ratio can be calculated according to the relevant definition. Experiments demonstrate that the proposed method is effective to a certain degree in quantitative assessments of cup-to-disk ratios.
Keywords :
biomembranes; eye; feature extraction; image segmentation; medical disorders; medical image processing; neurophysiology; optical tomography; ILM layer segmentation; RPE layer breakpoint detection; SDOCT images; automatic cup-to-disk ratio calculation; background-retinal layer intensity difference; binary images; blindness; cup-to-disk ratio quantitative assessments; digital fundus images; flattening images; glaucoma diagnosis; inner limiting membrane; optic cup; optic disk; retinal pigment epithelium; spectral domain optical coherence tomography images; Biomedical optical imaging; Coherence; Image segmentation; Manuals; Optical imaging; Retina; Tomography; ILM; RPE; SDOCT; breakpoints; cup-to-disk ratio; glaucoma;
Conference_Titel :
Biomedical Engineering and Informatics (BMEI), 2013 6th International Conference on
Conference_Location :
Hangzhou
Print_ISBN :
978-1-4799-2760-9
DOI :
10.1109/BMEI.2013.6746926