Fast geodesic active contours

Authors:
R. Goldenberg;R. Kimmel;E. Rivlin;M. Rudzsky
Affiliations:
Dept. of Comput. Sci., Technion-Israel Inst. of Technol., Haifa;-;-;-
Venue:
IEEE Transactions on Image Processing
Year:
2001

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Abstract

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 the Adalsteinsson-Sethian level set narrow band approach, and uses Sethian's (1996) fast marching method for re-initialization. Experimental results demonstrate the power of the new method for tracking in color movies