Kernel Density Estimation
•
Assume
p(I(x,y)=k)
similar for similar
values of
k
.
•
So observation of
k
tells us a new
observation at
or near
k
is more likely.
•
Equivalent to smoothing distribution.
•
(smoothing reduces noise)