Fig. 1. Shapes of filters (filter windows) used in the classification procedure: (a) Window for the adaptive, layer shaped filter to smooth the gray values and estimate local coefficients of variation in Step B; (b) window for the adaptive, layer shaped filter to smooth the classified sand pattern in Step K; (c) structuring element centered at x for the closing operations in Step E.