Computation of Surface Curvature from Range Images Using Geometrically Intrinsic Weights

This paper presents a method to compute Mean and Gaussian curvatures from range images. The rst and second partial derivatives are estimated by the weighted least squares t of a biquadratic polynomial within a local moving window. The weights are determined on the basis of surface distances and normal angular distances from the center points of the window.