A modified OWA operator and its use in lossless DPCM image compression

被引:73
作者
Mitchell, HB [1 ]
Estrakh, DD [1 ]
机构
[1] ELTA ELECTR IND LTD,SIGNAL PROC & COMP DEPT,ASHDOD,ISRAEL
关键词
aggregation operators; ordered weighted averaging; OWA; DPCM; lossless image compression; JPEG;
D O I
10.1142/S0218488597000324
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
The ordered weighted averaging (OWA) operator of Yager was introduced to provide a method for aggregating several inputs which lies between the Mas and Min operators. The Fundamental aspect of the OWA operator is a reordering step in which the input arguments are re-arranged according to their actual relative value. In this paper we describe a modified OWA operator in which the input arguments are not re-arranged according to their actual relative values but rather according to their estimated relative values. We describe an unusual application of this operator to lossless image compression.
引用
收藏
页码:429 / 436
页数:8
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