DIFFERENTIAL-SPIHT FOR IMAGE SEQUENCE CODING

被引:1
|
作者
Hu, Yang [1 ]
Pearlman, William A. [1 ]
机构
[1] Rensselaer Polytech Inst, Dept Elect Comp & Syst Engn, Troy, NY 12180 USA
来源
2010 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING | 2010年
关键词
Compression; SPIHT; significance map; video; volumetric medical image; HIERARCHICAL TREES; EFFICIENT; CODER;
D O I
10.1109/ICASSP.2010.5495263
中图分类号
O42 [声学];
学科分类号
070206 ; 082403 ;
摘要
Efficient image sequence coding exploits both spatial correlation and temporal correlation. SPIHT is a powerful algorithm in exploiting spatial correlations for still image coding. Based on SPIHT, we present a novel approach to exploit temporal correlations for image sequence coding, while maintaining single frame, random access decoding. The so-called Differential-SPIHT takes advantage of inter-frame correlations by reusing the significance testing data of a SPIHT coded frame. From simulation results of videos and volumetric medical images, Differential-SPIHT offers significant reductions in bitrate from conventional two-dimensional (2D) SPIHT for the same reconstruction PSNR, while retaining the desirables features of rate scalability and computational simplicity.
引用
收藏
页码:894 / 897
页数:4
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