On Active Contour Models

  • Cohen L
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Abstract

A snake is an energy-minimizing spline guided by external constraint forces and influenced by image forces that pull it toward features such as lines and edges. Snakes are active contour models: they lock onto nearby edges, localizing them accurately. Scale-space continuation can be used to enlarge the cap- ture region surrounding a feature. Snakes provide a unified account of a number of visual problems, in- cluding detection of edges, lines, and subjective contours; motion tracking; and stereo matching. We have used snakes successfully for interactive interpretation, in which user-imposed constraint forces guide the snake near features of interest.

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APA

Cohen, L. D. (1992). On Active Contour Models. In Active Perception and Robot Vision (pp. 599–613). Springer Berlin Heidelberg. https://doi.org/10.1007/978-3-642-77225-2_31

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