Using Improved Wavelet Networks In Image Compression

被引：0
|
作者：
Xiao, Weiwei [1 ]
Luan, Weijun [1 ]
机构：
[1] North China Univ Technol, Coll Sci, Beijing 100144, Peoples R China
来源：
MEASUREMENT TECHNOLOGY AND ITS APPLICATION, PTS 1 AND 2 | 2013年 / 239-240卷
关键词：
wavelet network; wavelet basis functions; image compression;
D O I：
10.4028/www.scientific.net/AMM.239-240.1018
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
We proposed improved wavelet network and applied it to image compression. Activation function was selected automatically from three wavelet basis functions based on the effect of image compression. The three given wavelet basis functions were Monet, Mexican-Hat and Different Of Gauss(DOG) wavelet basis functions respectively. The results show that the improved wavelet networks method is better than general wavelet networks in image compression.
引用
收藏
页码：1018 / 1021
页数：4
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