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运动模糊图像进行恢复deblur code
- 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
一种匀速运动模糊图像的模糊方向判断算法
- 本文主要研究的是任意方向的匀速直线运动模糊图像的模糊方向判断算法,主要根据运动模糊降低了运动方向上图像的高频成 分,沿着运动方向实施高通滤波,可保证微分图像灰度值(绝对值)之和最小,论文中就是根据这种原理来判断出匀速运动模糊图像的运动 模糊方向,采用了3×3方向的微分乘子法来判断图像的运动模糊方向,从而可将图像的恢复问题转化为一维问题。
运动模糊图像通过四种方法维纳滤波
- 运动模糊图像通过四种方法维纳滤波、约束最小二乘法、lucy、盲目卷积图像复原,Motion-blurred image through the four methods of Wiener filter, constrained least squares method, lucy, blind deconvolution image restoration
deblur.rar
- 产生运动模糊图像以及逆滤波,维纳滤波的恢复效果比较,Produce motion-blurred images, as well as inverse filtering, Wiener filtering effect of the restoration of
RestorationofMotionBlurredImages
- 运动模糊图像恢复,用于对运动模糊图像恢复的实现-Motion blurred image restoration, is used to achieve motion blur image restoration
IMGRestore
- 用VC实现的图像复原的多种方法,如运动模糊图像复原、逆滤波复原等。-VC achieved with a variety of image restoration methods, such as motion-blurred image restoration, inverse filtering and recover.
deblur
- 利用波方程实现运动模糊图像的恢复,采用目前最好的空间域处理算法-The use of wave equation to achieve the restoration of motion-blurred images, the best use of spatial processing algorithms
test2
- 运动方向未知的运动模糊图像盲复原,包括移动像素和角度 -Movement direction of the motion-blurred images unknown blind rehabilitation, including moving pixels and angle
recover
- 运动模糊图像的复原,涉及运动图像的模糊方向和模糊尺度的确定,然后运用维纳滤波-motion blur image recover
restore
- 由匀速直线运动引起的图像模糊通过Visual C++实现运动模糊图像复原-Caused by uniform linear motion blurred image through the Visual C++ to achieve motion-blurred image restoration
hanzaoshengdeyundongmohutuxiangdiankuosanhanshuchi
- 含有噪声的运动模糊图像点扩散函数尺度鉴别-Noisy motion-blurred image point spread function scale identification of
remadeimage
- 分析运动模糊图像恢复的算法研究,给出具体实施方式和部分结果-Analysis of motion-blurred image restoration algorithm, given the specific implementation methods and some results
work
- 基于方向微分的运动模糊方向确定 该方法具体可参见张朝阳的“直线运动模糊图像的点扩展函数的研究”-The direction of motion blur based on the direction of determining differential
est_daopu_len
- 运动模糊图像的复原,采用倒谱法估计模糊尺度,编写代码,适合初学者学习与理解。含图,可运行测试-Restoration of motion blurred images using fuzzy scale cepstrum estimation, writing code, suitable for beginners to learn and understand. Including maps, can run the test
es_Ang_Hough
- 自编的采用Hough变换的方法估计运动模糊图像的方向,含一个M文件,注释详细,希望对学习图像复原的朋友有一些帮助。-The use of self Hough transform to estimate the direction of motion blurred images, with an M file, comment in detail, hoping to restore the images to the friends learn that some help.
restore-the-motion-blurred
- 根据需要输入模糊参数,生成相应的模糊图像,并对模糊图像进行恢复,验证运动模糊图像的恢复算法-Input fuzzy parameters needed to generate the corresponding blurred image,and restore the blurred image to authenticate the algorithm
motion_direction
- 将原图像看做是自相关及其功率谱是各向同性的一阶马尔可夫过程,采用基于方向微分的运动模糊方向鉴别方法,对运动模糊图像进行方向性的高通滤波(方向微分),当滤波方向为运动模糊方向时 ,由于此方向模糊图像对应的高频成分最少,高通滤波(方向微分)使模糊图像能量损失最大,得到的微分图像灰度值(双线性插值)之和必然最小.所以方向微分得到的图像灰度值之和中的最小值对应的方向即为运动模糊的方向-The original image as is the autocorrelation and power spect
halcon-添加运动模糊
- 用halcon给图像添加不同程度的运动模糊,可运行已调试,可作为学习参考(Using Halcon to add different degrees of motion blur to the image, can run, has been debugged, can be used as a learning reference)
数学建模运动模糊图像的复原
- 将运动的模糊图像复原,以理论为基础,如果认真去看能得到想要的结果(Restoration of motion blurred images is based on theory. If we look carefully, we can get the desired results.)
blind_deblur(Fergus,R)
- 运动模糊图像复原算法 matlab源码(matlab Motion blur image restoration)