What is Earth Movers Distance and how is it used in pattern recognition?
A set of clusters. Each cluster is represented by a pair with (1) one single point (usually the center in the cluster) ,and (2) a weight coefficient that usually in proportional to the size of the corresponding cluster. Note that the point can be anything including the coordinates of the pixel, the color information, intensity...etc.