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3种图像复原程序
- 维纳滤波复原程序,最小二乘方滤波复原程序,盲目去卷积滤波复原程序
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
tvreg
- 全变差图像处理方法,利用全变差做图像去噪、去卷积和修复-The tvreg package is a collection of MATLAB functions for total variation (TV) based image denoising, deconvolution, and inpainting, and an implementation of Chan-Vese segmentation
ImageProcee
- 关于图像变换(裁剪,合并,旋转,镜像,缩放),图像处理(正交变换,卷积,平滑,锐化,边缘检测,边缘增强等),图像特技显示(扫描,移动,百叶窗,马赛克,珊条,渐显渐隐)等功能的图像处理VC++源程序-On the image transform (cut, merge, rotate, mirror, zoom), image processing (orthogonal transform, convolution, smoothing, sharpening, edge detection,
imageconvolution
- 用频域方法计算图像空域卷积,阐释周期延拓对卷积的影响-image s convolution by frequency domain
imagerestoration
- 图像复原 退化模型 连续退化模型 离散退化模型 复原的代数方法 代数复原原理 逆滤波复原 最小二乘方滤波 MATLAB 实现图像复原 维纳滤波复原 规则化滤波复原 Lucy-Richardson 复原 盲去卷积复原 图像复原的其它 MATLAB 函数 -Degradation of image restoration model continuous degradation model discrete degrada
Interpolation
- 利用低通滤波器对图像进行插值放大:按放大的倍数对原图像进行插零,插零后的图片与低通滤波函数进行卷积,原先插入的零的位置自动替换为适当的插值,如此图像就已经插值放大了,图像质量还不错。-Double the number of pixels of each row and column by adding a zero value pixel between each pixel of the image.Then operate with two kinds of low-pass filter
Convolution
- 含有多种卷积核达到图像模糊,低通、高通滤波,边缘检测等目的,并且可自定义卷积核。-Contains a variety of convolution to the image fuzzy, low pass, high pass filter, edge detection purposes, and can be customized convolution.
图像卷积代码
- 用c语言,最简洁的方法实现了图像卷积操作
二维图像卷积代码
- 提取二维卷积特征,需要先对视频进行分帧,然后再对视频帧进行二维卷积(To extract two-dimensional convolution features, we need to segment the video first, and then two-dimensional convolution of the video frame)
卷积
- 可以进行卷积计算,进行二维卷积计算,快速计算 图像处理可用 卷积神经网络(Convolution calculation can be carried out, two-dimensional convolution calculation, fast calculation Convolution neural network for image processing)
盲解卷积复原
- 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
求解反卷积
- 图像的卷积处理以及进行解卷积的操作,用conv进行卷积操作(Convolution operation of image and operation of deconvolution, convolution operation with conv)
卷积神经网络python代码
- 用于进行图像识别与大型图像的处理,是一种高效的识别方法(It is an efficient recognition method for image recognition and large image processing.)
盲反卷积算法
- 当没有被称为失真的信息时(模糊和噪音),盲反卷积算法可有效使用,改善图像质量(When no information is known as distortion (blurring and noise), blind deconvolution can be used effectively to improve image quality.)
卷积conv
- 通过C++实现卷积功能,和MATLAB效果一样,已经验证,希望对大家有所帮助。
盲反还原失焦图像
- 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)
盲迭代反卷积法
- 通过迭代盲去卷积来进行图像去模糊处理。(Iterative blind deconvolution)
卷积神经网络CNN进行图像分类
- 基于卷积神经网络的图像识别,应用于MATLAB(Image Recognition Based on Convolutional Upgrading Network)
卷积神经网络去雾
- 该代码实现了使用Matlab实现卷积神经网络来对图像进行去雾操作。(This code implements a convolutional neural network using Matlab to defog the image.)