Quasi-pictorial view can’t explain some image effects
Effects of manipulating images that can't be explained by interpreting images as picture-like, symbol-filled arrays can be by interpretation as structural descriptions—representing parts and objects as nodes and spatial relations as labelled arcs.
Geoffrey Hinton, 1979a.