I am wondering if one can assume that a digital image has a tensor structure. I mean for example when we talk about isotropy in image processing, we are talking about the intensity arranged in a tensor like structure; having coordinates and values as opposed to a matrix which carries only information about values.
Why is this important ? because I would like to explain some processes in comparison with tensor functions. For example be able to explain isotropic operations