Numerical Differentiation of Noisy, Nonsmooth Data

Figure 10

Integrating the derivatives and comparing with the original function, we find the TV result follows the curve more closely near the peak. Both curves follow the curve away from the peak, but ignore small fluctuations, to a degree determined by 𝛼.