Images in KNIME are n-dimensional objects. Mathematically its a mapping from the n-dimensional Euclidean space to single values, i.e. I : Rn 7→R. The vector ~x ∈ Rn is essentially the pixel coordinate and I(~x) its corresponding pixel value, e.g. I(101,40) = 50 in a 2-dimensional image.