Title :
Automatic detection of schwalbe´s line in the anterior chamber angle of the eye using HD-OCT images
Author :
Jing, Tian ; Marziliano, Pina ; Wong, Hon-Tym
Author_Institution :
Sch. of Electr. & Electron. Eng., Nanyang Technol. Univ., Singapore, Singapore
fDate :
Aug. 31 2010-Sept. 4 2010
Abstract :
Angle-closure glaucoma is a major cause of blindness in Asia and could be detected by measuring the anterior chamber angle (ACA) using gonioscopy, ultrasound biomicroscopy or anterior segment (AS) optical coherence tomography (OCT). The current software in the VisanteTM OCT system by Zeiss is based on manual labeling of the scleral spur, cornea and iris and is a tedious process for ophthalmologists. Furthermore, the scleral spur can not be identified in about 20% to 30% of OCT images and thus measurements of the ACA are not reliable. However, high definition (HD) OCT has identified a more consistent landmark: Schwalbe´s line. This paper presents a novel algorithm which automatically detects Schwalbe´s line in HD-OCT scans. The average deviation between the values detected using our algorithm and those labeled by the ophthalmologist is less than 0.5% and 0.35% in the horizontal and vertical image dimension, respectively. Furthermore, we propose a new measurement to quantify ACA which is defined as Schwalbe´s line bounded area (SLBA).
Keywords :
image segmentation; medical image processing; optical tomography; vision defects; HD-OCT images; HD-OCT scans; Schwalbe line bounded area; Schwalbe´s line automatic detection; eye anterior chamber angle; image segmentation; ophthalmologist; optical coherence tomography; vertical image dimension; Biomedical optical imaging; Cornea; Image segmentation; Iris; Optical imaging; Tomography; Ultrasonic imaging; Algorithms; Anterior Eye Segment; Automation; Biopsy; Equipment Design; Glaucoma; Gonioscopy; Humans; Interferometry; Ocular Physiological Phenomena; Optics and Photonics; Oxides; Time Factors; Tomography, Optical Coherence; Ultrasonics;
Conference_Titel :
Engineering in Medicine and Biology Society (EMBC), 2010 Annual International Conference of the IEEE
Conference_Location :
Buenos Aires
Print_ISBN :
978-1-4244-4123-5
DOI :
10.1109/IEMBS.2010.5626167