Conference Paper

Determination of bifurcation angles of the retinal vascular tree through multiple orientation estimation based on regularized morphological openings

Conference Proceeding cp
BIOSIGNALS 2015 - 8th International Conference on Bio-Inspired Systems and Signal Processing, Proceedings; Part of 8th International Joint Conference on Biomedical Engineering Systems and Technologies, BIOSTEC 2015
  • Fecha: 01 January 2015
  • Páginas: 126-131
  • ISBN: 9789897580697
  • Source Type: Conference Proceeding
  • Document Type: Conference Paper
  • Publisher: SciTePress
This paper describes a new approach to compute bifurcation angles in retinal images. This approach is based on the estimation of multiple orientations at each pixel of a gray retinal image. The main orientations are provided by directional openings whose outputs are regularized in order to extend the orientation information to the whole image. The detection of vessel bifurcations is based on the coexistence of two or more than two different main orientations at the same pixel. Once the bifurcations and crossovers has been identified, bifurcation angles are calculated. The proposed procedure of computing bifurcation angles by means of orientation estimation at all pixels of the gray level image is much more stable than those methods which are based on the skeleton of the vascular tree, since a slight variation of a pixel of the skeleton can produce a significant change in the angle value.

Author keywords

    Indexed keywords

      Funding details