Code Download Page
This website provides the code and data for our manifold matching paper:
Cencheng Shen and Carey E. Priebe, "Manifold Matching using Shortest-Path Distance and Joint Neighborhood Selection", submitted, http://arxiv.org/abs/1412.4098, 2015.
All codes and data are for Matlab. To use the code or the data, please first read the readme file in the downloaded folder.
Note that for our nonlinear implementation of the matching methods, the Isomap and LLE version are originally based on J. Tenenbaum et al. and S. Roweis and L. Saul, with heavy modifications for our purpose. And the LTSA and Laplacian eigenmaps are taken from the dimension reduction toolbox of L. Maaten with minor changes. Thus we also provide their websites for reference.