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传统滤波方式如均值滤波,中值滤波,维纳滤波对图像去噪的处理以及自适应中值滤波对图像去噪。-Traditional filtering methods such as mean filtering, median filtering, wiener filtering for image denoising processing and adaptive median filter for image denoising.
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维纳滤波对图像去噪与最小二乘方滤波对图像去噪的比较,Wiener filter for image denoising with the least squares filter for image denoising comparison
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图像处理 图像去噪 wiener滤波处理-Image denoising image processing wiener filter
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均值滤波对高斯噪声的效果
二维自适应维纳滤波对高斯噪声的滤除效果
对加入椒盐噪声的图像分别作均值、中值和维纳滤波 分别使用二维统计滤波对椒盐噪声和高斯噪声进行滤波
利用wrcoef2函数进行图像去噪-Mean filter on the effect of Gaussian noise two-dimensional Adaptive Wiener filtering of the Gaussian noise filtering effect the image to j
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噪声处理是数字图像处理中的重要环节。文中介绍了常见的图像噪声,讨论了均值滤波、中值滤波、维纳滤波三种用于图像去噪的典型算法,并进行了分析比较,最后得出了三种方法各自的适用性特点。-The noise processing is an important part of the digital image processing. This paper introduces the common image noise, to discuss the mean filtering, median f
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通过观察图像lena_noise.bmp可以看到,该图像主要包含高斯噪声、椒盐噪声等。
通过查阅资料可知,维纳滤波可以很好的滤除高斯噪声,而中值滤波对于椒盐噪声的滤出效果优异,因此本次采用维纳+中值的滤波方式进行图像的去噪处理。
图像常用评价方法有:信噪比、相关系数、清晰度。信噪比较为常用;相关系数 由于滤波会使原图像失去某些细节,因此这种评价方式为参考性指标而非绝对评判标准;清晰度 为图像子块的方差
综合考虑采用图像的峰值信噪比(PSNR)作为评价去噪效果指标(自编PSNR.
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维纳滤波对图像去噪与最小二乘方滤波对图像去噪的比较-Wiener filter for image denoising with the least squares filter for image denoising comparison
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denoising filters such as Average, Median, Gaussian, Wiener, Min-order-statistic, Maxorder-statistic and Median-order-statistic are used. Based on the images obtained by the mentioned
filters, it is become obvious clear that for the given noisy im
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维纳滤波器实现语音信号降噪,语音增强。压缩包中已经包含测试语音片段(wiener filter for speech enhancement, speech denoising)
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采用均值滤波,中值滤波,高斯滤波,维纳滤波四种方法进行图像降噪处理(Mean filter, median filter, gaussian filter and wiener filter are used for image denoising)
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