This paper shows the fundamental relation of exact rotationally invariant local phase based 2D signal analysis in scale space and the task of the solution of the corresponding inverse problem. The generalized 2D Hilbert transform in spatial domain will be derived from order one to three to result in the appropriate system of equations to solve for an assumed local signal model.