Title :
Wavelet transform coding of image sequence
Author :
Zheng, Wenxing ; Zhu, Hongbo ; Quan, Ziyi
Author_Institution :
Beijing Univ. of Posts & Telecommun., China
Abstract :
In MPEG, the image sequence compression is achieved by motion compensation, transformation, quantization and entropy coding. In this paper, we follow the same path by using wavelet based modules in the coding chain. The prediction error signal is obtained by using variable block size motion compensation (VBSMC). Great attention has been paid to smooth the motion vector field, which helps to increase the coding efficiency. After VBSMC, discrete wavelet transform (DWT) is then applied to the prediction error signal to obtain wavelet coefficients. Some new schemes are introduced. First, a new and effective hybrid coder using quadtree and lattice vector quantization (QTLVQ) is introduced, which can efficiently code the wavelet coefficients of the motion compensated prediction error signal. Second, a new rate allocation scheme different from traditional ones is introduced, which can flexibly control the coder´s output rate and the duality of reconstructed video signal
Keywords :
entropy codes; image sequences; motion compensation; prediction theory; quadtrees; transform coding; transforms; vector quantisation; video coding; wavelet transforms; MPEG; coding efficiency; discrete wavelet transform; entropy coding; hybrid coder; image sequence compression; image sequences; lattice vector quantization; motion vector field smoothing; prediction error signal; quadtree; rate allocation scheme; variable block size motion compensation; video signal; wavelet coefficients; wavelet transform coding; Discrete wavelet transforms; Entropy coding; Image coding; Image reconstruction; Image sequences; Lattices; Motion compensation; Transform coding; Vector quantization; Wavelet coefficients;
Conference_Titel :
Global Telecommunications Conference, 1996. GLOBECOM '96. 'Communications: The Key to Global Prosperity
Conference_Location :
London
Print_ISBN :
0-7803-3336-5
DOI :
10.1109/GLOCOM.1996.591890