Title :
Region-based motion compensated 3D-wavelet transform coding of video
Author :
Klock, Hansjörg ; Polzer, Andreas ; Buhmann, Joachim M.
Author_Institution :
Inst. fur Inf. II, Rheinische Friedrich-Wilhelms-Univ., Bonn, Germany
Abstract :
We present a low bit-rate video compression system that integrates region-based coding with a spatio-temporal wavelet transform. The proposed system is designed for monitoring and video-phone applications. It distinguishes between a moving foreground and a static background, but image segmentation might also be based on other sources. The regions are encoded in separate layers using a chroma-keying technique that allows a controlled lossy recovery of the boundaries. A 3D-wavelet transform is applied to a group of frames of the predictor residual signal. Statistical dependencies of the transform coefficients extracted from different image subbands are captured by conditional probability models. Without the layered coding, the system has a superior performance compared to the H.263 standard for very low bit-rate coding. The layered coding causes a small degradation in visual quality at the same bit-rate
Keywords :
code standards; data compression; image segmentation; motion compensation; motion estimation; probability; statistical analysis; telecommunication standards; transform coding; video coding; videotelephony; wavelet transforms; 3D wavelet transform coding; H.263 standard; MPEG-4 standard; chroma-keying; conditional probability models; controlled lossy recovery; foreground; image segmentation; image subbands; layered coding; low bit-rate video compression; monitoring; motion estimation; performance; predictor residual signal; region-based coding; region-based motion compensation; spatio-temporal wavelet transform; static background; statistical dependencies; transform coefficients; video coding; video-phone applications; visual quality; Codecs; Degradation; Image segmentation; Layout; Monitoring; Motion estimation; Probability; Shape; Transform coding; Video compression; Wavelet transforms;
Conference_Titel :
Image Processing, 1997. Proceedings., International Conference on
Conference_Location :
Santa Barbara, CA
Print_ISBN :
0-8186-8183-7
DOI :
10.1109/ICIP.1997.638611