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  数字图像处理与机器视觉(光盘),共13章源代码(Digital image processing and machine vision code)

文件列表：

数字图像处理与机器视觉（光盘）
..............................\chapter10

..............................\.........\code
..............................\.........\....\PCA_ORL
..............................\.........\....\.......\Data
..............................\.........\....\.......\....\ORL
..............................\.........\....\.......\....\...\s1
..............................\.........\....\.......\....\...\..\1.pgm,10318,2007-10-30
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  • 8-(1)
    图像修复是对图像中破损区域进行信息填充，以减少图像破损所带来的信息损失的过程。 传统的图像修复方法需要依赖图像的具体结构来制定相应的修复方法，压缩感知理论的提出，使得可以利 用信号的稀疏性来对图像进行修复。基于K 奇异值分解（KSVD）与形态学成分分析（MCA，Morphological Component Analysis）的图像修复方法首先采用形态学成分分析方法对破损图像进行特征分析，将其分解 为结构部分和纹理部分；然后基于学习型字典KSVD分别对这两部分进行过完备字典训练；最后利用训练得 到的字典实现对破损图像的修复。相比于传统的图像修复方法，该方法具有适应性强、修复效果好等优点(Image inpainting is to fill the missing data in corrupted images and thus to reduce the information loss of damaged image. Traditional inpainting algorithms are dependent on specific structure of target images compressive sensing theory makes is possible to realized image inpainting with signal sparsity. This paper proposes a novel inpainting algorithm based on KSVD and MCA algorithm, which first decomposes the image into texture part and structure part, and then trains the two dictionaries for these two parts with KSVD and reconstructs the original image with these two trained dictionaries. Experiment indicates that the proposed algorithm is of better adaptability and performance as compared with traditional algorithms.)
    2020-07-31 15:08:38下载
    积分：1
  • MSR_original
    说明：  多尺度加权的rentinex算法实现图像增强，里面用到了高斯滤波对图像进行滤波，可以去除大部分的噪声，平滑图像效果较突出，3个高斯尺度对图像做滤波后加权在一起得到多尺度信息的图像。(Multiscale weighted rentinex algorithm is used to enhance the image. Gauss filter is used to filter the image, which can remove most of the noise. The smoothing effect of the image is prominent. Three Gaussian scales are filtered and weighted together to get the multi-scale information of the image.)
    2020-07-03 06:40:02下载
    积分：1
  • 基于遗传算法的图像融合
    说明：  基于遗传算法的图像融合，应用于求解图像融合的常用算法，matlab编写 ，很好的实现了，希望 对大家学习 有用(GA,Image Fusion Based on Genetic Algorithms)
    2019-06-12 19:06:17下载
    积分：1
  • vfxhw2
    图像拼接源码实现，包括多频率图像融合，sift特征点配准算法(Image Stitching source implementation, including multi-frequency image fusion, sift feature points matching algorithm)
    2010-03-16 14:22:04下载
    积分：1
  • KKT3Dzipr
    克里金插值的3D算法，forrtran源代码。 可直接使用。 (Kriging 3D algorithm, forrtran the source code. Can be used directly.)
    2012-07-25 23:03:41下载
    积分：1
  • FaceDetection
    在Matlab平台下实现人脸检测的一个程序(In Matlab platform to achieve a face detection process)
    2008-05-10 08:47:10下载
    积分：1
  • ssim_index
    基于matlab的SSIM图像相似度评价算法实现(Matlab based on the the SSIM image similarity evaluation algorithm implementation)
    2021-03-10 14:19:26下载
    积分：1
  • add_noise_pinyutu
    进行纯净信号和加噪信号的时频域显示，及其包络图显示，并计算加噪信号的信噪比、互相关系数、峭度值，对信号进行离散余弦变换。(The time-frequency domain display of pure signal and noise-added signal and its envelope diagram display are carried out, and the signal-to-noise ratio, correlation coefficient and kurtosis value of noise-added signal are calculated.Making Discrete CoSine transform for signal)
    2018-11-19 21:46:31下载
    积分：1
  • Image Classification Based on Neural Network
    说明：  运用matlab在遥感图象上运用神经网络方法进行图像分类(Using matlab to classify remote sensing images using neural network method)
    2019-05-03 21:39:27下载
    积分：1
  • 08860
    应用到了操作系统界面功能支持库和图像格式转换支持库，在截取窗口位置时调用了API函数，大家做屏幕截图时可以参考下本例程中的代码。(Applied to the operating system interface features support libraries and image format conversion support library , in the interception of the window position API function calls , you can refer to the code in this routine when we do screenshots .)
    2016-07-11 10:18:44下载
    积分：1
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