Things you must know about Mathematica

A Manifold is a topological space that is locally Euclidean (i.e., around every point, there is a neighborhood that is topologically the same as the open unit ball in R).

Image Segmentation

Locally Linear Embedding

Isomap Homepage

The old MS page for ICCV2005 Computer Vision Contest