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基于小波的自适应快速图像降噪算法
引用本文:王国骄,杨长生.基于小波的自适应快速图像降噪算法[J].计算机应用与软件,2005,22(6):93-94,132.
作者姓名:王国骄  杨长生
作者单位:浙江大学系统工程研究所,浙江,杭州,310027
摘    要:本文提出了一种基于小波变换的、自适应阈值确定算法。较之著名的SureShdnk算法,它降低了算法复杂度,提高了降噪效果,更快更好地实现了图像降噪。实验结果表明,在大多数场合,本算法的降噪效果优于SureShdnk,同时,算法时间复杂度有了很大的降低。

关 键 词:自适应  降噪算法  算法时间复杂度  降噪效果  算法复杂度  小波变换  阈值确定  图像降噪

ADAPTIVE FAST ALGORITHM FOR WAVELET IMAGE DENOISING
Wang Guojiao,YANG Changsheng.ADAPTIVE FAST ALGORITHM FOR WAVELET IMAGE DENOISING[J].Computer Applications and Software,2005,22(6):93-94,132.
Authors:Wang Guojiao  YANG Changsheng
Abstract:In this paper an adaptive thresholding method based on wavelet is proposed.Comparing with SureShrink which is well known,the proposed method reduces the computational complexity and has better image denoising performance.In one word,it removes noise efficiently and fast.Experimental results have proved it to outperform the SureShrink most of the time.In addition,this method has a much lower computational complexity.
Keywords:Wavelet transforms Wavelet thresholding Image denoising
本文献已被 CNKI 维普 万方数据 等数据库收录!
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