Image compression using a novel edge-based coding algorithm

被引:0
|
作者
Keissarian, F [1 ]
Daemi, MF [1 ]
机构
[1] United Arab Emirates Univ, Dept Elect Engn, Al Ain, U Arab Emirates
来源
关键词
image compression; edge oriented patterns; prediction;
D O I
10.1117/12.438254
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
In this paper, we present a novel edge-based coding algorithm for image compression. The proposed coding scheme is the predictive version of the original algorithm, which we presented earlier in literature. In the original version, an image is block coded according to the level of visual activity of individual blocks, following a novel edge-oriented classification stage. Each block is then represented by a set of parameters associated with the pattern appearing inside the block. The use of these parameters at the receiver reduces the cost of reconstruction significantly. In the present study, we extend and improve the performance of the existing technique by exploiting the expected spatial redundancy across the neighboring blocks. Satisfactory coded images at competitive bit rate with other block-based coding techniques have been obtained.
引用
收藏
页码:161 / 168
页数:8
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