CONFERENCE PROCEEDINGS
Advanced Search
Home > Proceedings > Volume 11228 > Article
Presentation
9 March 2020 Real-time retinal layer segmentation of OCT images: from graph cut to deep learning (Conference Presentation)
Svetlana Borkovkina, Worawee Janpongsri, Acner Camino, Marinko Sarunic, Yifan Jian
Author Affiliations +
Proceedings Volume 11228, Optical Coherence Tomography and Coherence Domain Optical Methods in Biomedicine XXIV; 1122822 (2020) https://doi.org/10.1117/12.2546490
Event: SPIE BiOS, 2020, San Francisco, California, United States
Abstract
Segmentation of the retinal layers in OCT images is the critical step in analyzing OCT volumetric data for diagnosis and monitoring of retinal disease progression. Real-time retinal layer segmentation has become increasingly desirable with the increasing OCT acquisition speed. In this work we explored methods to accelerate image processing method to segment retinal layers in OCT B-scan images including graph cut and deep learning. We demonstrated ~30-ms and ~3-ms segmentation of 7 retina layers per OCT B-scan with graph cut and deep learning respectively. The accelerated OCT B-scan segmentation was then integrated with our GPU OCT image acquisition software.
Conference Presentation
© (2020) COPYRIGHT Society of Photo-Optical Instrumentation Engineers (SPIE). Downloading of the abstract is permitted for personal use only.
Citation Download Citation
Svetlana Borkovkina, Worawee Janpongsri, Acner Camino, Marinko Sarunic, and Yifan Jian "Real-time retinal layer segmentation of OCT images: from graph cut to deep learning (Conference Presentation)", Proc. SPIE 11228, Optical Coherence Tomography and Coherence Domain Optical Methods in Biomedicine XXIV, 1122822 (9 March 2020); https://doi.org/10.1117/12.2546490
ACCESS THE FULL ARTICLE
ORGANIZATIONAL
Sign in with credentials provided by your organization.
INSTITUTIONAL
Select your institution to access the SPIE Digital Library.
SELECT YOUR INSTITUTION
PERSONAL
Sign in with your SPIE account to access your personal subscriptions or to use specific features such as save to my library, sign up for alerts, save searches, etc.
PERSONAL SIGN IN
No SPIE Account? Create one
PURCHASE THIS CONTENT
SUBSCRIBE TO DIGITAL LIBRARY
50 downloads per 1-year subscription
Members: $195
Non-members: $335 ADD TO CART
25 downloads per 1 - year subscription
Members: $145
Non-members: $250 ADD TO CART
PURCHASE SINGLE ARTICLE
Includes PDF, HTML & Video, when available
Members: $17.00
Non-members: $21.00 ADD TO CART
PROCEEDINGS
 PRESENTATION
WATCH
PRESENTATION SAVE TO MY LIBRARY
GET CITATION
Advertisement
Advertisement
KEYWORDS
Image segmentation
Optical coherence tomography
Image processing
Image acquisition
Retina
Image resolution
Real time imaging
RELATED CONTENT
Subscribe to Digital Library
Receive Erratum Email Alert
Back to Top