Learning conditional PDF’s
We can calculate P(R | skin) from a set of training images
It is simply a histogram over the pixels in the training images
each bin Ri contains the proportion of skin pixels with color Ri
But this isn’t quite what we want
Why not?  How to determine if a pixel is skin?
We want P(skin | R) not P(R | skin)
How can we get it?