Title :
A wavelet video coder using entropy-constrained trellis coded quantization
Author :
Ito, Hiroshi ; Farvardin, N.
Author_Institution :
Dept. of Electr. Eng., Maryland Univ., College Park, MD, USA
Abstract :
A new wavelet video coder is proposed which uses entropy-constrained trellis-coded quantization to quantize the inter-frame prediction errors of the decomposed subband data. The video sequence is first spatially decomposed into several subbands and motion compensated in the frequency domain. A simple switching mechanism is used to decide between inter-frame and intra-frame coding on a macro-block basis. Symmetric codebooks have been designed for the quantizers assuming that the subband signals are approximated by a generalized Gaussian source. The output rate is controlled by a feedback quantization control mechanism, leading to a fixed-rate system. Simulation results reported for the “Miss America” sequence, indicate that the proposed codec has a very good rate-distortion performance
Keywords :
Gaussian processes; entropy codes; image sequences; motion compensation; prediction theory; quantisation (signal); rate distortion theory; trellis codes; video codecs; video coding; wavelet transforms; codec; entropy constrained trellis coded quantization; feedback quantization control; fixed rate system; frequency domain; generalized Gaussian source; image sequence; interframe coding; interframe prediction errors; intraframe coding; macroblock; motion compensation; output rate; rate distortion performance; simulation results; subband data; subband signals; switching mechanism; symmetric codebooks; video sequence; wavelet video coder; Delay estimation; Filters; Motion analysis; Motion compensation; Motion estimation; Output feedback; Quantization; Rate-distortion; Video coding; Wavelet analysis;
Conference_Titel :
Image Processing, 1995. Proceedings., International Conference on
Conference_Location :
Washington, DC
Print_ISBN :
0-8186-7310-9
DOI :
10.1109/ICIP.1995.531437