This paper proposed a method for the pattern normalization based on inertia moment to increase automatic recognition rate of hand - written Hangul patterns. The normalized patterns can be accomplished by transformming the input patterns according to the angle between X-axes and principal axes of inertia. Experimental results show that the declination and stroke shape of the hand-Written Hangul patterns are much improved