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Fast geodesic active contours
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DOI：10.1109/83.951533.png)
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Abstract
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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.
Keywords:
additive operator splitting
color
geodesic active contours
level sets
numerical scheme
partial differential equations
segmentation
tracking
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