This repository contains scripts associated to the manuscript:
M. Fanuel and H. Tyagi, Recovering Hölder smooth functions from noisy modulo samples
A few implementations of denoising/unwrapping methods were shared with us by M. Cucuringu; see the following paper
M. Cucuringu and H. Tyagi. Provably robust estimation of modulo 1 samples of a smooth function with applications to phase unwrapping. Journal of Machine Learning Research, 21(32):1–77, 2020. https://www.jmlr.org/papers/volume21/18-143/18-143.pdf
- denoise_1d_illustration.m reproduces Figure 1.
- benchmark.m reproduces Figure 2.