Enhancement of an image compression algorithm by pre- and post-filtering

被引:3
作者
Hadar, O
Stern, A
Koresh, R
机构
[1] Ben Gurion Univ Negev, Dept Commun Syst Engn, IL-84105 Beer Sheva, Israel
[2] Ben Gurion Univ Negev, Dept Elect & Comp Engn, IL-84105 Beer Sheva, Israel
关键词
image compression; entropy coding; image filtering; image restoration;
D O I
10.1117/1.1339203
中图分类号
O43 [光学];
学科分类号
070207 ; 0803 ;
摘要
We present an algorithm that improves the overall performance of compression algorithms by applying low-pass filtering before the compression process and inverse filtering after decompression. Prefiltering images prior to encoding removes high spatial frequencies from the original image, thus increasing the compression ratio of the encoder. The image degradation caused by the filter together with the nonlinear transformation of a typical compression algorithm reduces the entropy of the original image, thus increasing the compression ratio. In addition to improving the compression ratio, the suggested scheme reduces the blocking effect that is common to block-based compression algorithms, such as the Joint Picture Experts Group (JPEG). (C) Poor society of Photo-Optical Instrumentation Engineers.
引用
收藏
页码:193 / 199
页数:7
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