Description: 本源代码实现对于运动模糊图像的恢复，除了源代码之外，还含有样本图片。-source code for the realization of motion- blurred image restoration, in addition to the source code, it also contains sample images. Platform: |
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Author:郭家驹 |
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Description: 对图像进行高斯模糊处理（图像复原）的源代码，编译后的可执行文件须带参数运行.希望对需要的人有点用了.大家都互相帮助互相学习吧!-Gaussian blur image processing (image restoration) of the source code, compiled executable file to run the parameters to be taken. Hope to those who need a little spent. We all help each other learn from each other! Platform: |
Size: 1024 |
Author:李继伟 |
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Description: 关于图象的恢复问题,可以通过MATLAB来处理,包括运动模糊等-On the image restoration problem can MATLAB to deal with, including motion blur, etc. Platform: |
Size: 2048 |
Author:陈煊 |
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Description: 几种图像复原集合在一个程序中包括有运动模糊/复原,逆滤波退化/复原，加噪退化，维纳滤波复原，支持256色BMP图像输入输出。-Several image restoration set in a process including the motion blur/recovery, inverse filtering degradation/recovery, noise degradation, Wiener filter rehabilitation, support 256-color BMP image input and output. Platform: |
Size: 5237760 |
Author:ZL |
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Description: 图象加噪，内有个种噪声，图象复原方向的少不料-Image noise, there are species of noise, image restoration direction less Unexpectedly Platform: |
Size: 6144 |
Author:lijianhong |
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Description: 对较真实的运动模糊图像进行恢复，此种运动模糊图像限于水平或垂直的运动模糊图像。
参考文献：Removing Camera Shake from a Single Image ,siggraph06-On the more realistic motion-blurred image restoration, such motion-blurred images limited to horizontal or vertical motion-blurred images. References: Removing Camera Shake from a Single Image, siggraph06 Platform: |
Size: 2961408 |
Author:舒小雨 |
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Description: 主要是图像恢复技术，包括运动模糊，维纳滤波恢复等-Mainly image restoration techniques, including motion blur, such as Wiener filter to restore Platform: |
Size: 3473408 |
Author:黄 |
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Description: 3
摘 要:研究了具有深度运动模糊效果的图像的复原算法.采用对运动模糊图像的傅里叶频谱进行
Radon 变换来估计运动模糊方向 ,在此方向上计算运动模糊图像的自相关来估计运动模糊长度 ,再
以运动模糊方向和运动模糊长度为参量结合超分辨力图像复原处理算法对比较严重的运动模糊图像进行复原.结果表明 ,该综合性算法能够较为精确地估算出运动模糊图像的模糊参量并取得较好的复原效果.-3 Abstract: The effect of motion blur with the depth of the image restoration algorithm. The use of motion-blurred images of the Fourier spectrum of the Radon transform to estimate the direction of motion blur in the direction of motion-blurred images to calculate the auto-correlation to estimate the motion blur length, then the direction of motion blur and motion blur parameters combined length of super-resolution image restoration algorithm to deal with more serious motion-blurred image recovery. The results show that the algorithm can be integrated more accurately estimate the motion-blurred images of the fuzzy parameters and obtain a better recovery results. Platform: |
Size: 965632 |
Author:zy |
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Description: 摘 要 运动模糊恢复就是利用运动模糊退化的某种先验知识来重建或恢复原有图像 在运动模糊的点扩散函数未知的情况下
: 。 ,
估计运动模糊的点扩散函数是运动模糊恢复的前提和关键 从傅立叶变换的角度对匀速直线运动模糊图像的点扩散函数在频域
。
论证了点扩散函数在频域内的零点特性及模糊图像两次傅立叶同态变换后的方向特性 并提出了利用这中的特点做了理论分析,些特性进行运动模糊方向估计的方法及两种模糊距离的估计方法 实验结果证明了所提出方法的有效性-Abstract motion blur is to use motion blur to restore the degradation of some prior knowledge to rebuild or restore the original image in the motion blur point spread function of the unknown circumstances:. , It is estimated that the motion blur point spread function is a prerequisite for the restoration of motion-blurred and critical perspective from the Fourier transform of the uniform linear motion blurred image of the point spread function in the frequency domain. Demonstrated that the point spread function of the zero in the frequency domain characteristics and the two blurred images after Fourier transform with the direction of state properties and proposed use of the characteristics of this has done a theoretical analysis, some characteristics of the estimated direction of motion-blurred and the two kinds of fuzzy distance estimation results proved the effectiveness of the proposed method Platform: |
Size: 956416 |
Author:zy |
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Description: 这时高斯模糊的源码，对做图像盲复原的同学可以参考-Then Gaussian blur of the source, to make the image blind restoration of the students can refer to the Platform: |
Size: 2048 |
Author:cjj51 |
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Description: 通过建立运动模糊数学模型, 进行了消除运动模糊的仿真实验, 维纳滤波恢复运动模糊图像效果较
好。在图像恢复技术中, 点扩展函数( PSF) 是影响图像恢复结果的关键因素, 所以常常利用先验知识和后验判
断方法估计PSF函数来恢复图像。实验表明在实际恢复过程中如果运动模糊图像混入了噪声, 必须考虑到信噪
比、噪声的自相关函数和原始图像的自相关函数对恢复后图像的影响。-Through the establishment of mathematical model of motion blur was conducted simulation experiments to eliminate motion blur, Wiener filter to restore motion-blurred image effect is good. In the image restoration technology, the point spread function (PSF) that affect the results of image restoration a key factor, so often used to determine a priori knowledge and a posteriori estimation PSF function to restore the image. Experimental results show that the actual recovery process if the motion-blurred images mixed with the noise, we must take into account the signal to noise ratio, the noise autocorrelation function and the autocorrelation function of the original image of the restored image effects. Platform: |
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Author:马飞 |
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Description: 图像在获取、传愉和存储过程中, 由于受多种原因如模糊、失真、噪声等的影响, 会造成图像质的下降。维纳滤波是一
种常见的图像复原方法, 该方法的思想是使复原的图像与原图像的均方误差最小原则来复原图像。但是该法其有一定的限
制性, 本文在分析维纳滤波复原图像的基础上, 针对维纳滤波复原过程中产生的振铃效应, 提出了基于维纳滤波图像复原的
改进算法。该葬法通过分析图像的边界条件, 来用对图像边界进行处理的方法, 将图像在边界处对称化。实脸结果表明, 该
方法有效地降低了维纳滤波图像复原过程中产生的振铃现象, 且复原的图像质全较好。-Wiener filtering for image restoration can be better through the establishment of motion blur this mathematical model, simulation for image restoration, while also blur the image by adding noise to recover, that must be considered when there is noise, the image signal to noise ratio , the noise autocorrelation function for image restoration Platform: |
Size: 491520 |
Author:马飞 |
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Description: 比较反滤波和维纳滤波对一幅图像复原的效果。从两方面出发，一是对运动模糊和均值模糊复原的能力，二是抗噪能力，各种情况分别都进行了对比-Comparison of inverse filtering and Wiener filtering on an image restoration results. Proceed in two ways, first on the motion blur and the mean fuzzy recovery capability and noise immunity, all cases are compared separately Platform: |
Size: 6996992 |
Author:tosh |
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Description: 自编图像退化程序，包括图像的模糊与加噪，解释详细，希望对学习图像复原的朋友有所帮助。-Self image degradation process, including blur and add noise, a more detailed explanation, I hope the friends of learning image restoration help. Platform: |
Size: 1024 |
Author:天天 |
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Description: 用matlab开发的运动模糊复原程序，包括运动参数的估计、维纳滤波器的源代码-Development of the motion blur with matlab recovery procedures, including the motion parameters estimation, Wiener filter source code Platform: |
Size: 976896 |
Author:chenwen |
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Description: 基于BP神经网络的高斯模糊图像复原的方法实现，结合了BP神经网络良好的非线性逼近功能，效果较传统的算法更好。-BP neural network based image restoration method of Gaussian blur implementation of BP neural network combines good nonlinear approximation function, the effect is better than traditional algorithms. Platform: |
Size: 1026048 |
Author:Sven Liu |
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