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利用小波变换系数重构图像,实现图像降噪地方法

于 2020-07-04 发布 文件大小:507KB
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代码说明:

  根据小波变换和噪声信号地能量分布特性,提出了一种先用小波变换对含噪图像进行多尺度分解,求出各尺度小波变换高频系数地噪声方差和阈值,利用各尺度地阈值对高频系数进行处理,然后利用小波变换系数重构图像,实现图像降噪地方法。(According to wavelet transform and noise signal and energy distribution characteristics, a first wavelet transform of the noisy image multiscale decomposition, obtained the high-frequency-scale wavelet transform coefficients and noise variance and thresholds, using the scale to the threshold value of the deal with high-frequency coefficients, and then the use of wavelet transform coefficients reconstructed image, to realize image denoising methods.)

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基于小波变换的图像降噪.pdf

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  • xierbotebianhuan
    希尔伯特变换和小波包结合的齿轮箱故障诊断方法,里面有具体的介绍小波包的分层方法,非常详细,可以下下来看看(Hilbert transform and wavelet packet of gearbox fault diagnosis method, there is detailed introduction inside the layered method of wavelet packet is very detailed, can down and have a look )
    2013-09-24 10:02:39下载
    积分:1
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    说明:  实现对离散信号的连续小波变换进行时频域分析,判断信号的稳定性(The continuous wavelet transform of the signal is analyzed in time and frequency domain)
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    a matlab code for applying wavelet decomposition usuful for compression schema
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    2019-05-15 17:09:28下载
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  • PCA
    说明:  基于PCA的遥感图像融合,效果不错。可以作为遥感图像融合方面入门学习使用。(PCA-based remote sensing image fusion, good results. Integration of remote sensing images can be used as an introduction to use.)
    2011-03-30 20:34:22下载
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    使用小波能量差提取信号,PCA降维,SVM对电能质量扰动分类。(Extract the signal using the wavelet energy difference between the PCA dimensionality reduction, SVM classification of power quality disturbances.)
    2012-07-23 09:48:05下载
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  • 全局阈值去噪
    比较了选取统一阈值和自己选取阈值,可以看出选取同一阈值去噪效果更好(You can see the benefits of a uniform threshold.)
    2021-04-26 15:18:45下载
    积分:1
  • rwt-master
    Rice大学的ricewavelet小波变换工具包,用于matlab环境下,内含图像处理所需的几乎所有小波变换功能,很好很强大(failed to translate)
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    说明:  Gabor滤波器,可以对图像进行二维Gabor小波变换,用来特制提取(Gabor filter can be two-dimensional Gabor wavelet transform image, for a special extraction)
    2010-04-22 19:26:10下载
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