Fast Geodesic Active Contours

—We use an unconditionally stable numerical scheme to implement a fast version of the geodesic active contour model. The proposed scheme is useful for object segmentation in images, like tracking moving objects in a sequence of images. The method is based on the Weickert–Romeney–Viergever (additive operator splitting) AOS scheme. It is applied at small regions, motivated by Adalsteinsson-Sethian level set narrow band approach, and uses Sethian’s fast marching method for re-initialization. Experimental results demonstrate the power of the new method for tracking in color movies.

• Type: Conference
• Year: 1999
• Where: SCALESPACE
• Authors: Roman Goldenberg, Ron Kimmel, Ehud Rivlin, Michael Rudzsky
• Keywords: Computer Vision, Fast Marching Method, Geodesic Active Contour, SCALESPACE 1999, Stable Numerical Scheme