Building adaptive 2D wavelet decompositions by update lifting
Henk J.A.M. Heijmans, Gemma Piella, A. Pesquet-Popescu · Proceedings - International Conference on Image Processing · 2003
The paper discusses a method for the construction of nonlinear 2D wavelet decompositions using an adaptive update lifting scheme. A very interesting aspect is that the decomposition does not require any bookkeeping, i.e., it is nonredundant, but that it, nevertheless, allows perfect reconstruction. The major ingredient of the construction is the so-called decision map which triggers the choice of the update filter. Another interesting point is the possibility of better preserving edges, even at low resolutions.