Convergence of binomial-based derivative estimation for C~2 noisy discretized curves

摘要

We present a derivative estimator for discrete curves and discretized functions which uses convolutions with integer-only binomial masks. The convergence results work for C~2 functions, and as a consequence we obtain a complete uniform convergence result for parameterized C~2 curves for derivatives of any order.