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matlab的图像处理,包括直方图,图像变换,模 板(空域滤波图象增强和边缘检测算子的应用)-Matlab image processing, including the histogram, image transformation, templates (spatial filter image enhancement and edge detection operators applications)
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该文档介绍了空域、频域图像增强的基本内容,并包含MATLAB程序-This document describes the spatial frequency domain image enhancement of the basic content and contains the MATLAB program
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该matlab代码主要用于计算图像的边缘强度,信息熵,灰度均值,标准差(均方差MSE),均方根误差,峰值信噪比(psnr),空间频率(sf),图像清晰度,互信息(mi),结构相似性(ssim),交叉熵(cross entropy),相对标准差。- calculate the uation average gradient, edge strength, information entropy, gray are Value, standard deviation (mean square er
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基于空域的图像增强方法,着重对灰度变换、直方图均衡化、平滑和锐化等几种常用的增强方法进行了深入的研究,通过Matlab实验得出的实际处理效果.-Based on the spatial image enhancement method, the paper focuses on the gray level transformation, histogram equalization, smoothing and sharpening, and other commonly used metho
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实验2绿叶变色,实验3图像数字化显示,实验4图像类型转换,实验5对比度增强,实验6直方图均衡化和规定化,实验7噪声添加和空域滤波,实验8边缘增强和边缘检测,实验9彩色图像增强,fft,dct,dwt变化及压缩,滤波器,实验20运动退化和维纳波复原,实验21图像的几何畸形校正等实验的代码和报告-Experiment 2 leaves change color, 3 digital image display, the image type conversion, 4 5 contrast enha
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小波变换在图像融合中的应用求出图片的均值,信噪比,空间频率,峰值信噪比等-The application of wavelet transform in image fusion, including to the application of wavelet transform in image fusion for the image of the mean, the signal-to-noise ratio, spatial frequency, the average peak sig
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matlab GUI程序,实现数字图像处理的许多功能,包括亮度变换,几何变换,空域滤波,频域滤波,小波变换,彩色图像变换,去噪,复原,压缩编码等。-matlab GUI program, many digital image processing functions, including brightness transformation, geometric transformation, spatial filtering, frequency domain filtering, wavel
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能够实现图像的亮度变换、对数变换、亮度拉伸,直方图均衡化和空间滤波。-To achieve the brightness of the image transform, logarithmic transformation, brightness stretch, histogram equalization and spatial filtering.
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此类方法的特点是比较简单、计算量小,算法上容易实现,但很少考虑图像中像素的空间位置关系,因此当背景复杂时,容易丧失部分边界信息,造成分割的不完整;针对灰度图像来展开的(The characteristics of this method is relatively simple, small amount of calculation and easy to implement algorithm, but rarely consider the spatial relationship of
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To create a GLCM, use the graycomatrix function. The graycomatrix function creates a gray-level co-occurrence matrix (GLCM) by calculating how often a pixel with the intensity (gray-level) value i occurs in a specific spatial relationship to a pixel
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检测图像中的纹理和伪影
通过提取图像的纹理,灰度值,空间特征对图像进行分割;(Texture and artifact detection in images
The image is segmented by extracting the texture, gray value and spatial feature of the image;)
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一、 计算图象的频谱函数
设计图象120*30/256*256;选用Matlab函数直接调用实现。
二、根据计算证明傅立叶变换的性质
1, 共轭对称性:
F(u,v)=F*(-u,-v) ;
三、图象的频域滤波
1, 设计一个指数低通滤波器,对两图象(f1(x,y)为30*30/256*256的图象;f2(x,y)=p3-02图象)进行低通滤波,观察分析空域图象和频谱分布的变化。
四、图象变换比较
利用现有的离散傅立叶变换、离散余弦变换、Walsh-Had
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理解图像空间滤波的实现步骤,掌握平滑、锐化两类空间滤波的区别,了解线性与非线性滤波差别(Understand the realization steps of image spatial filtering, grasp the difference between smoothing and sharpening two types of spatial filtering, and understand the difference between linear and non-linear
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基于matlab使用逐次镜像法实现了输电线路求空间电位及电场分布(The spatial potential and electric field distribution of transmission lines are realized by successive mirror image method based on MATLAB)
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飞机上带有北斗导航或者GPS等定位装置,能够实时确定飞机的空间位置,获得其高度,经纬度等信息;飞机上载有光电吊舱,能够从高空拍摄图像或视频,并且能够通过其自带的传感器实时获得光电吊舱自身的倾斜角度、视场角度等信息;结合飞机所处的空间位置,光电吊舱的倾斜角度、视场角度以及地理信息系统就可以计算出光电吊舱所看到的区域所在的地理位置,并在地理信息系统中显示出其区域;若对图像中的某一局部区域感兴趣,需要确定其地理位置,则可通过鼠标点击这一区域,程序就能主动地计算出目标地点的地域坐标,并映射到地理信息系统
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对图像进行基础操作,包括亮度变换,空域滤波,频域滤波,形态学处理(The basic operation of the image, including brightness transformation, spatial filtering, frequency domain filtering, morphological processing)
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DNMF在matlab中的实现,基于R语言的示例改写(Discriminant Non-Negative Matrix Factorization aims to extend the Non-negative Matrix Factorization algorithm in order to extract features that enforce not only the spatial locality, but also the separability between classe
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图像融合中的平均梯度、相关系数、信息熵、交叉熵、联合熵、均方误差、互信息、信噪比、峰值信噪比、均方根误差、空间频率、标准差、均值、扭曲程度、偏差指数等等(Average gradient, correlation coefficient, information entropy, cross-entropy, joint entropy, mean square error, mutual information, signal-to-noise ratio, peak signal-to-no
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对单幅图像中的三维坐标进行标定,求解基础矩阵,后指定空间坐标点在图像上标定出来。
算法应该是对的,魔方上的点间隔太大,点选得不好导致误差有点大。(The three-dimensional coordinates in a single image are calibrated, the basic matrix is solved, and then the specified spatial coordinate points are calibrated on the image.
Th
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1.通过本实验掌握数字全息实验原理和方法;
2.通过MATLAB编程,对实验数字全息图进行数据处理,达到提高再现像质量和方便提取有用信息的目的;
3.用空域滤波方法消除零级像;
4.理解波前记录与再现。(1. Master the principle and method of digital holography experiment through this experiment;
2. Through MATLAB programming, the experimental digital
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