Automatic retinal vessel segmentation based on active contours method in Doppler spectral-domain optical coherence tomography

J Biomed Opt. 2013 Jan;18(1):16002. doi: 10.1117/1.JBO.18.1.016002.

Abstract

We achieved fast and automatic retinal vessel segmentation by employing the active contours method in Doppler spectral-domain optical coherence tomography (SD-OCT). In a typical OCT B-scan image, we first extracted the phase variations between adjacent A-lines and removed bulk motion. Then we set the initial contour as the boundary of the whole image and iterated until all of the segmented vessel contours became stabilized. Using a typical office computer, the whole segmentation took no more than 50 s, making real-time retinal vessel segmentation possible. We tested the active contours method segmentation in both controlled phantom and in vivo rodent eye images.

Publication types

  • Research Support, N.I.H., Extramural
  • Research Support, U.S. Gov't, Non-P.H.S.

MeSH terms

  • Algorithms
  • Animals
  • Image Processing, Computer-Assisted / instrumentation*
  • Image Processing, Computer-Assisted / methods*
  • Phantoms, Imaging
  • Rats
  • Retinal Vessels / anatomy & histology*
  • Tomography, Optical Coherence / instrumentation*
  • Tomography, Optical Coherence / methods*