文章基本信息

标题：Image Compression Based on WPT, WP-SPECKandWP-SPECK SOM Method
本地全文：下载
作者：Vivek Kumar Jain
期刊名称：International Journal of Computer Science & Technology
印刷版ISSN：2229-4333
电子版ISSN：0976-8491
出版年度：2012
卷号：3
期号：3
页码：747-750
语种：English
出版社：Ayushmaan Technologies
摘要：Image Compression is performing by wavelet packet transform. Wavelet packet transform is a transform function. This function can change data one form to another without any loss of information. In paper, we use block code speck for zero ordering tree. The value of PSNR (Peak Signal to Noise Ratio) is improved by the zero ordering trees, but same quality of degraded. Because on the time of zero ordering trees, values of MSE are changed, so the occurred bit pixel error raises the value of MSE. Through Self-Organized Mapped network (SOM), we maintain zero ordering trees and improved the PSNR value and image compression ratio.
关键词：Image Compression;Wavelet Packet Transform;WP- Speck Transformation;WP-Speck SOM