On this website you can download the code for manifold denoising as described in the paper.
All the files are included in one zip-file. Ensure in the unzipping process that the folder structure is preserved..
M. Hein and M. Maier, Manifold Denoising, Advances in Neural Information Processing Systems 19 (NIPS 2006). (Eds.) B. Schölkopf, J.C. Platt and T. Hofmann (2007). download:paper
M. Hein and M. Maier, Manifold Denoising as Preprocessing for Finding Natural Representations of Data, Proceedings of the Twenty-Second AAAI Conference on Artificial Intelligence (AAAI-07), 1646-1649 (accepted) (2007). download:paper