Pre-processing of compressed digital video

被引:0
|
作者
Segall, CA [1 ]
Karunaratne, P [1 ]
Katsaggelos, AK [1 ]
机构
[1] Northwestern Univ, Dept Elect & Comp Engn, Image & Video Proc Lab, Evanston, IL 60208 USA
关键词
pre-processing; image compression; adaptive filtering; displace frame difference; DFD;
D O I
暂无
中图分类号
TP31 [计算机软件];
学科分类号
081202 ; 0835 ;
摘要
Pre-processing algorithms improve on the performance of a video compression system by removing spurious noise and insignificant features from the original images. This increases compression efficiency and attenuates coding artifacts. Unfortunately, determining the appropriate amount of pre-filtering is a difficult problem, as it depends on both the content of an image as well as the target bit-rate of compression algorithm. In this paper, we explore a pre-processing technique that is loosely coupled to the quantization decisions of a rate control mechanism. This technique results in a pre-processing system that operates directly on the Displaced Frame Difference (DFD) and is applicable to any standard-compatible compression system. Results explore the effect of several standard filters on the DFD. An adaptive technique is then considered.
引用
收藏
页码:163 / 174
页数:12
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