Noise tolerance of moment invariants in pattern recognition

Abstract The noise tolerance of moment invariants in rotation and scale invariant 2-D pattern recognition is studied. The noise considered is that of discretization distortion using finite spatial resolution. The noise tolerance was explored for different resolutions, with and without scaling, and for different choices of moment orders.