Quincunx downsampling splits the spectrum of an image in two diamond-shaped subbands. This allows the information to which the human eye is most sensitive to be preserved, and also requiring less bits in a lossy compression. In this paper, we develop an algorithm that performs successive quincunx subband decompositions, thus allowing multi-level decompositions and efficient coding. Theory of la...