The objective of this Letter is to develop new techniques for enhancing the
compression of still images. The features of the proposed algorithm includ
e: (i) zero mapping, which exploits the inherent self-similarity of wavelet
coefficients at different scales, (ii) adaptive scanning, and (iii) data p
acking. Our algorithm outperforms both JPEG and the embedded zerotree wavel
et (EZW) algorithm.