Td. Tran et Tq. Nguyen, A progressive transmission image coder using linear phase uniform filterbanks as block transforms, IEEE IM PR, 8(11), 1999, pp. 1493-1507
This paper presents a novel image coding scheme using M-channel linear phas
e perfect reconstruction filterbanks (LPPRFB's) in the embedded zerotree wa
velet (EZW) framework introduced by Shapiro [1]. The innovation here is to
replace the EZW's dyadic wavelet transform by M-channel uniform-band maxima
lly decimated LPPRFB's, which offer finer frequency spectrum partitioning a
nd higher energy compaction, The transform stage can now be implemented as
a block transform which supports parallel processing mode and facilitates r
egion-of-interest coding/decoding. For hardware implementation, the transfo
rm boasts efficient lattice structures, which employ a minimal number of de
lay elements and are robust under the quantization of lattice coefficients.
The resulted compression algorithm also retains all attractive properties
of the EZW coder and its variations such as progressive image transmission,
embedded quantization, exact bit rate control, and idempotency, Despite it
s simplicity, our nem coder outperforms some of the best image coders publi
shed recently in literature [1]-[4], for almost all test images (especially
natural, hard-to-code ones) at almost all bit rates.