Implement guided filter

Implement the guided filter for fast, adaptive smoothing of
images using local pixel statistics. Guided filtering is fast
without approximations and computes the filtered image in one
pass.
Merge branch 'guided_filter' of github.com:SamHames/scikit-image into guided_filter
Update examples and doc strings

More informative examples for guided filtering now included.