.
We denote
or
. We see that
provides the detail needed
to refine the sampling from the averages on scale j
to
the scale
. More generally,

is the average signal on intervals of length 1.
addsthe detail to obtain averages on intervals of length
.
adds refinements to intervals of length
, etc.