We introduce multi-scale filtering by the way of certain double convolution
systems. We prove stability theorems for these systems and make connections
with function theory in the poly-disc. Finally, we compare the framework
developed here with the white noise space framework, within which a similar
class of double convolution systems has been defined earlier.