Motion-compensated 3-D subband coding of video

被引:312
|
作者
Choi, SJ
Woods, JW
机构
[1] Rensselaer Polytech Inst, Ctr Image Proc Res, Troy, NY 12180 USA
[2] Rensselaer Polytech Inst, Dept Elect Comp & Syst Engn, Troy, NY 12180 USA
关键词
motion compensated; subband; video coding; wavelet;
D O I
10.1109/83.743851
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
This paper describes a video coding system based on motion-compensated three-dimensional (3-D) subband/wavelet coding (MC-3DSBC), which can overcome the limits of both 3-D SEC and MC prediction-based coding. In this new system, spatiotemporal subbands are generated by MC temporal analysis and a spatial wavelet transform, and then encoded by 3-D subband-finite state scalar quantization (3DSB-FSSQ). The rate allocation from the GOP level to each class of subbands is optimized by utilizing the structural property of MC-3DSBC that additive superposition approximately holds for both rate and distortion, The proposed video coding system is applied to several test video clips, Its performance exceeds that of both a known MPEG-1 implementation and a similar subband MC predictive coder while maintaining modest computational complexity and memory size.
引用
收藏
页码:155 / 167
页数:13
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