Factoring wavelet transforms into lifting steps

It is shown how any discrete wavelet transform or two band subband filtering with finite filters can be decomposed into a finite sequence of simple filtering steps, which are also known as ladder structures, and the decomposition presented here asymptotically reduces the computational complexity of the transform by a factor two.