With the exception of the Haar basis, real-valued orthogonal wavelet f
ilter banks with compact support lack symmetry and therefore do not po
ssess linear phase, This has led to the use of biorthogonal filters fo
r coding of images and other multidimensional data, There are, however
, complex solutions permitting the construction of compactly supported
, orthogonal linear phase QMF filter banks, By explicitly seeking solu
tions in which the imaginary part of the filter coefficients is small
enough to be approximated to zero, real symmetric filters can be obtai
ned that achieve excellent compression performance.