The question is broadened from isomorphism to invertible transformation and
optimal representation. Motivations are drawn from image compression but w
ith an emphasis on object segmentation. Filling-in is considered as the phe
nomenal side of the binding process with back-surface filling-in being impo
rtant. Finally, re-normalization of local filtering by globally integrated
context is emphasized.