Wp. Li et al., A VIDEO CODING ALGORITHM USING VECTOR-BASED TECHNIQUES, IEEE transactions on circuits and systems for video technology, 7(1), 1997, pp. 146-157
This paper presents an algorithm proposal submitted to MPEG-4 for vide
o coding. The proposed algorithm addresses the functionality of improv
ed coding efficiency for compression. It uses vector-based techniques
for coding intraframes (the first frame and subsequent refreshing key
frames) and motion-compensated difference frames. It uses the same mot
ion estimation and motion compensation techniques as H.263. A video fr
ame (I or P frame) is first decomposed into a set of vector bands usin
g a vector wavelet transform. This stage of vector-based signal proces
sing makes subsequent vector quantization in the vector bands very eff
icient. Lattice vector quantization is then used in the vector bands.
A 100% labeling efficiency is achieved for lattice vector quantization
by using a set of generalized labeling algorithms for various importa
nt lattices with pyramid and sphere boundaries. Finally, entropy codin
g is used to code the indexes generated from lattice vector quantizati
on. Our coding results have shown that a gain in peak signal-to-noise
ratio (PSNR) up to 8 dB for intraframe coding and up to 6 dB for inter
frame coding can be achieved over H.263. Subjective quality improvemen
t of the proposed algorithm over H.263 can be easily observed.