A competent object recognition system needs a perceptual
organization mechanism, to both indicate
which image features are
related and delimit the object's spatial extent.
To help provide this mechanism, we developed  a new intermediate representation,
surface clusters, lying between the segmented surface image and
the model-based three dimensional object hypotheses.
This chapter describes their role in the IMAGINE I system.