A device implementing the subject video coding system may include at least one processor to determine an x-tap filter for horizontal interpolation of a N×M block. The processor further determines a y-tap filter for vertical interpolation of the N×M block, and encodes the N×M block using the x-tap filter and the y-tap filter. The value of x is proportional to N and the value of y is proportional to M.