processes refer to obtaining lbp like patterns from real and imaginary parts by local comparisons number of images which are obtained during obtaining images having complex valued moment components by applying local moment transformation to real and imaginary parts is determined through values of moment degrees statistics of shape characteristics found out previously 1041 with this process 1042 are produced in an embodiment of the invention the process of applying local processes again can be carried out such that it will be for one or more times then the moment components are separated into sub regions 1043 for the process of separating into sub regions 1043 a two stage separation is applied using two different grids in the first stage the image is separated into n u00d7 n number of sub region with equal size starting from top left point the n number used in this separation is a parametric value whereas in the second stage the image is separated into n u2212 1 u00d7 n u2212 1 number of sub region with equal size which is in same size with the previous ones using a grid shifted from top left point of the image as much as half of a sub region size therefore n 2 n u2212 1 2 number of sub regions are obtained as a result of the two stages in addition different weighting coefficients are assigned to each sub region according to their significance levels in the recognition process during the process of.