Convergence of binomial-based derivative estimation for C2 noisy discretized curves

Abstract

a b s t r a c tWe 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.