DocumentCode :
2108627
Title :
Automatic measurements of choroidal thickness in EDI-OCT images
Author :
Jing Tian ; Marziliano, Pina ; Baskaran, Mani ; Tin Aung Tun ; Tin Aung
Author_Institution :
Sch. of Electr. & Electron. Eng., Nanyang Technol. Univ., Singapore, Singapore
fYear :
2012
fDate :
Aug. 28 2012-Sept. 1 2012
Firstpage :
5360
Lastpage :
5363
Abstract :
Enhanced Depth Imaging (EDI) optical coherence tomography (OCT) provides high-definition cross-sectional images of the choroid in vivo, and hence is used in many clinical studies. However, measurement of choroidal thickness depends on the manual labeling, which is tedious and subjective of inter-observer differences. In this paper, we propose a fast and accurate algorithm that could measure the choroidal thickness automatically. The lower boundary of the choroid is detected by searching the biggest gradient value above the retinal pigment epithelium (RPE) and the upper boundary is formed by finding the shortest path of the graph formed by valley pixels using dynamic programming. The average of Dice´s Coefficient on 10 EDI-OCT images is 94.3%, which shows good consistency of the algorithm with the manual labeling. The processing time for each image is about 2 seconds.
Keywords :
biomedical optical imaging; eye; medical image processing; optical tomography; thickness measurement; Dice coefficient; EDI-OCT images; choroidal thickness automatic measurements; dynamic programming; enhanced depth imaging; image processing; optical coherence tomography; retinal pigment epithelium; Coherence; Image segmentation; Manuals; Optical imaging; Optical scattering; Retina; Thickness measurement; Algorithms; Automation; Choroid; Humans; Retinal Pigment Epithelium; Tomography, Optical Coherence;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Engineering in Medicine and Biology Society (EMBC), 2012 Annual International Conference of the IEEE
Conference_Location :
San Diego, CA
ISSN :
1557-170X
Print_ISBN :
978-1-4244-4119-8
Electronic_ISBN :
1557-170X
Type :
conf
DOI :
10.1109/EMBC.2012.6347205
Filename :
6347205
Link To Document :
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