摘要
在传统的基于运动补偿的时间滤波小波视频编码方案中,帧组尺寸和低通帧位置都是固定的,没有考虑到视频序列中运动的性质.本文提出了一种类似haar小波的基于运动补偿的时间滤波编码方案,利用互信息技术,根据视频的运动特征自适应的选择帧组尺寸和低通帧位置.同时,根据选定的帧组尺寸和低通帧位置决定时间上的编码层次.大量的实验比较了提出的方法和传统方法的压缩性能.当视频序列运动较为剧烈时,本文提出的自适应选择低通帧方法较固定低通帧方法的PSNR提高约0.3~0.5dB;当视频序列中运动缓急不一,如频繁的画面切换,本文提出的自适应的选择帧组尺寸的方法能取得更好的效果.
In conventional motion compensated temporal filtering based wavelet coding scheme, where the size of group of pieture and low-pass frames' positions are fixed, and the motion activities in video sequences are not considered.In this paper,we propose a haar-like motion compensated temporal filtering based wavelet video coding scheme, which can adaptively select the size of group of picture and the low-pass frames based on mutual informafon technology.Then,the temporal decomposition level is determined using the selected size of group of picture and the low-pass frames' position. We compaer the PSNR performance of the scheme with the conventional scheme by carrying out a large amount of experimental work. When the video sequence has high motion activity,the proposed low-pass frame selection can improve the compression quality by about 0.3~0.5 dB compared with the conventional scheme;And,the proposed adaptive approach for selecting the size of group of picture is more suitable for situations with un-even variation of motion activities,e, g. with frequent shot cuts.
出处
《电子学报》
EI
CAS
CSCD
北大核心
2008年第2期386-391,共6页
Acta Electronica Sinica
关键词
关键帧
互信息
帧组
基于运动补偿的时间滤波
key-frame
mutual information
group of picture
Motion Compensated Temporal Filtering(MCTF)