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The Blind Deconvolution Algorithm can be used effectively when no information about the distortion (blurring and noise) is known. The algorithm restores the image and the point-spread function (PSF) simultaneously. The accelerated, damped Richardson-
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运动模糊图像盲复原 已知运动方向为水平方向-Blind Image Restoration of Motion Blurred movement known as the horizontal direction
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图像复原的程序,对做图像盲复原的同学可以参考,不过本人没有调试过-Image restoration process right to do Blind Image Restoration students can refer to, but I had no debugging
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本文以高斯模糊图像的盲复原为基础,探讨了一些图像复原方法,力求达到较好的复原效果。
-In this paper, Gaussian blurred image restoration based on the blind to explore a number of image restoration methods, and achieve a better recovery results.
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通过分析均匀分布与Cauchy分布的分布机制,提出了一种改进的模拟退火图像盲复原算法,该算法选择Cauchy
分布为随机扰动量来产生状态扰动函数。通过计算机仿真,验证了该算法对初值的鲁棒性和复原的效果优于基于均匀分布随
机扰动量模拟退火盲解卷积算法,提高了收敛到最优解的速度
-After analyzing the distribution mechanisms of uniform distribution and Cauchy distribution,an
algorith
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基于小波的盲卷积图像复原,给图像复原的朋友们提供一种新的算法-Wavelet-based blind deconvolution, image restoration, image restoration friends to provide a new algorithm
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讲述了基于空域和频域的迭代盲复原算法,是图像盲复原的一个研究热点,效果很好。-About the spatial and frequency domain based on the iterative blind restoration algorithm, image restoration is a hotspot, the effect is very good.
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这是一个关于全变分的盲复原算法,该算法在实际应用了取得了很好的效果,希望对大家有好处。-This is a variation on the whole of blind image restoration algorithm in the practical application of the good results obtained, we hope to benefit.
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这是一篇硕士论文,比较详细的描述了全变分正则化在图像复原中的应用,包括图像复原和图像盲复原,对初学者很有帮助-This is a master s thesis, a more detailed descr iption of the total variation regularization in image restoration applications, including image restoration and blind image restoration, useful fo
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离焦模糊图像的盲复原算法,关于图像复原给了很好的算法图像复原,非常有价值,希望大家能有个参考-Blind-focus blurred image restoration algorithm, on a good image restoration algorithm to image restoration, is very valuable, I hope you have a reference
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盲辨识的模糊和多路冷杉完美的图像恢复
乔治·吉昂奈吉斯,研究员,美国,和罗伯特·希斯,小,成员,美国-Despite its practical importance in image processing
and computer vision, blind blur identification and blind image
restoration have so far been addressed under restrictive assumptions
such a
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空间域盲反卷积进行图像复原,通过增加帧数来提高复原效果,附有代码和数据-Spatial domain blind deconvolution image restoration to improve the recovery effect by increasing the number of frames, with a code and data
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利用极大似然估计进行盲反卷积复原,通过多帧图像约束,效果较好-Use of maximum likelihood estimates for blind deconvolution restoration by the multi-frame image constraint, the better
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基于变分贝叶斯估计的相机抖动模糊图像的盲复原算法.pdf-Blurred image of the blind restoration algorithm based on variational Bayesian estimation of camera jitter. Pdf
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图像复原算法及代码,C++编写,vc6.0编译环境,复原方法包括:盲目复原,几何复原,非线性复原。-Image restoration algorithms and code, C++ prepared vc6.0 compiler environment, recovery methods include: the blind recover geometric recovery nonlinear recovery.
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利用稀疏处理单幅图像运动模糊,盲运动图像复原算法。-Sparse handle single image motion blur, blind image restoration algorithm sport。
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Project on Image Restoration
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盲反卷积算法复原图像的代码,带注释,适合初学者学习-Blind image restoration code, with comments
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该代码用于图像复原,例如使用维纳滤波去散焦、去运动模糊,还有带阻滤波器和忙卷积法-This code is used for image restoration, such as using a Wiener filter to defocus, go motion blur, and band-stop filter and blind deconvolution method
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图像去模糊问题是一个典型的反问题。受制于反问题的内在约束,在其庞 大的解空间中寻找真解或者符合视觉习惯的解都非常困难。再加上观测过程中 引入的噪声,更是制约解的质量。 针对图像去模糊的反问题特性,从模型上来看,已有的方法主要集中在两 个大的方向:1)寻求更恰当的图像先验知识来构造更精确的先验模型。这些 先验经历了从光滑性、分片光滑性、梯度稀疏性等诸多特性的演变,在图像的 盲目和非盲目复原方法中都广泛应用。2)根据对观测噪声的分析设计更合理 的保真项。(The image deblurring p
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