A new histogram class proposed with close suport for gil
image constructs.
Shift the stl support implmentation to extension to
serve as example for overloading fill_histogram.
Add cumulative histogram and histogram normalization.
Co-authored-by: debabrata1 <debabrata@goodhealthapp.com>
