A computer generated method is disclosed. The method includes receiving data values and performing a 1-D 16×16 discrete cosine transform (DCT) on the data values by replacing each irrational constant used in multiplication operations with a rational dyadic constant that approximates the irrational constant. The output of the DCT is then scaled by a set of scale factors that refine the precision of the approximations used for the 16×16 DCT.