A Geometric Gaussian Mixture Representation of Plane Curves

In three linesProbabilistic representation of plane curves via Gaussian mixture model. Authors propose polygonal approximation with normal direction uncertainty, converted to GMM preserving local geometry. Applicable to smooth, closed, open, and self-intersecting curves, with applications in uncertainty-aware CAD, probabilistic obstacle modeling in robotics, and trajectory planning.

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