To illustrate why edge detection is not a trivial task, consider the problem of detecting edges in the following one-dimensional signal.
Hence, to firmly state a specific threshold on how large the intensity change between two neighbouring pixels must be for us to say that there should be an edge between these pixels is not always simple [REF].