B. Aiazzi et al., A REDUCED LAPLACIAN PYRAMID FOR LOSSLESS AND PROGRESSIVE IMAGE COMMUNICATION, IEEE transactions on communications, 44(1), 1996, pp. 18-22
The Laplacian pyramid (LP) is appropriate for lossy image compression;
conversely, the reduced-difference pyramid (RDP), having as many data
as pixels, gives a better performance with lossless encoding. In this
letter, a reduced LP is designed by discarding the anti-aliasing filt
er and adopting a half-band interpolator, thus retaining three over fo
ur of the LP coefficients, Lossless coding outperforms both LP and RDP
, especially when dealing with medical images.