Data Synthesis

- Draw a sample from the feature density . This sample is denoted by .
- Determine the manifold
and draw a sample
from the manifold using the
*uniform distribution*. We call this uniform manifold sampling (UMS). Note that one must be careful to insure that, when the manifold is parameterized, for example with angle, that the uniform distribution must be imposed in , which does not necessarily mean that the parameters will be uniformly distributed.

Baggenstoss 2017-05-19