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代码给出了数字图像处理图像复原运算方法中的自适应滤波、正则化滤波、盲去卷积滤波等滤波方法的实现过程，经matlab调试运行成功，效果明显-Code gives a computing method of digital image processing image restoration, adaptive filtering, regularization filter, blind go convolution filtering and other filtering methods to
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Bayesian Deblurring with Integrated Noise Estimation-Bayesian Deblurring with Integrated Noise Estimation
Conventional non-blind image deblurring algorithms
involve natural image priors and maximum a-posteriori
(MAP) estimation. As a consequenc
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维纳滤波 最小二乘方 Lucy richardson图像复原 盲去卷积复原 图像复原法的综合比较-Wiener filtering least squares Lucy richardson image restoration blind deconvolution image restoration method to recover a comprehensive comparison
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图像复原，实现线性复原、非线性复原、盲目复原与几何复原等的模糊图片复原。-Image restoration, rehabilitation achieve linear, non-linear recovery, blind rehabilitation and recovery, such as fuzzy geometric picture recovery.
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自适应选择正则化参数和范数的非盲图像复原方法，效果真心不错。-Select the non-blind adaptive image restoration method parameters and norm regularization, the effect really good.
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迭代盲反卷积图像恢复算法。（正在凑字数，请大家自动忽略括号内的文字及符号。感谢配合。）-Iterative blind deconvolution image restoration algorithms. (Being Minato words, please ignore the text and symbols automatically brackets. Thanks fit.)
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介绍了运动模糊图像复原，这是个非盲算法，只是使用维纳滤波进行复原-Introduced the motion-blurred image restoration, this is a non-blind algorithm using Wiener filtering for restoration
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包括压缩比、运行时间和计算复原图像的峰值信噪比,有小波分析的盲信号处理，有均匀线阵的CRB曲线。- Including compression ratio, image restoration computing uptime and peak signal to noise ratio, There Wavelet Analysis Blind Signal Processing, There ULA CRB curve.
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有小波分析的盲信号处理，包括压缩比、运行时间和计算复原图像的峰值信噪比,是本科毕设的题目。- There Wavelet Analysis Blind Signal Processing, Including compression ratio, image restoration computing uptime and peak signal to noise ratio, The title of the commercial is undergraduate course yo.
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包括压缩比、运行时间和计算复原图像的峰值信噪比,有小波分析的盲信号处理，是机器学习的例程。- Including compression ratio, image restoration computing uptime and peak signal to noise ratio, There Wavelet Analysis Blind Signal Processing, Machine learning routines.
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包括压缩比、运行时间和计算复原图像的峰值信噪比,计算互信息非常有用的一组程序,有小波分析的盲信号处理。- Including compression ratio, image restoration computing uptime and peak signal to noise ratio, Mutual information is useful to calculate a set of procedures, There Wavelet Analysis Blind Signal Pr
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Including compression ratio, image restoration computing uptime and peak signal to noise ratio, There Wavelet Analysis Blind Signal Processing, Clustering analysis based on Euclidean distance.
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四种经典图像复原方法对比，分别是维纳滤波，最小二乘，盲去卷积和RL(The four classical image restoration methods are Wiener filtering, least squares, blind deconvolution, and RL.)
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盲去卷积复原算法，并在MATLAB中进行实验，和维纳滤波的复原效果进行一个对比。盲去卷积的方法有多种，露西-理查德森算法属于图像复原中的非线性算法，与维纳滤波这种较为直接的算法不同，该算法使用非线性迭代技术，在计算量、性能方面都有了一定提升(The blind deconvolution restoration algorithm is carried out in MATLAB and is compared with the restoration effect of Wiener filt
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由于无人机在航拍时会受到相对运动、姿态变化、光学环境、机械振动等因素的影响，导致所拍图像退化。本文使用MATLAB对无人机航拍图像退化过程进行了仿真实验，根据图像退化的原因建立相应的图像退化模型，把清晰的原图像进行退化处理,然后将模拟出来的退化图像分别使用维纳滤波、约束最小二乘（正则）滤波、Lucy-Richardson迭代非线性和盲解卷积4种不同的复原算法进行恢复，达到复原模糊图像的目的。(The application of UAV aerial photography became mor
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失焦图像还原，盲目反卷积迭代处理图像，参考交流(Defocus image restoration, blind deconvolution iterative processing of images, reference communication)
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