Even moreso, image operations get more fun. Most image filters (and other transforms) assume a regular square grid because the math works out really well (axes

Even moreso, image operations get more fun. Most image filters (and other transforms) assume a regular square grid because the math works out really well (axes are orthogonal and same scale). Any deviations from these assumptions make the math more convoluted. (Pun intended.)