Efficient Weingarten map and curvature estimation on manifolds

In this paper, we propose an efficient method to estimate the Weingarten map for point cloud data sampled from manifold embedded in Euclidean space. A statistical model is established analyze asymptotic property of estimator. particular, show convergence rate as sample size tends infinity. We verify through simulated and apply estimated curvature estimation simplification multiple real sets.