Multi-scale study of an image I
Embed the original image f (r) into a family of derived images f (r, t) : f (r, 0) = f (r)
where t is scale (resolution)
and r is position vector.
As scale increases
- images are simplified: no “spurious details'' generated
- image size does not change (no spatial sampling)