▍1. PM-code
利用经典PM模型在matlab上运行的图像降噪程序(Image denoising program based on classical PM model)
利用经典PM模型在matlab上运行的图像降噪程序(Image denoising program based on classical PM model)
马尔科夫随机场 EM算法 做图像变化检测 请多指教(MRF EM image change detection algorithms do please advise)
TV模型属于图像处理领域里面的图像修复模型,对图像处理邻域的学习有很大的裨益(The TV model belongs to the image restoration model in the field of image processing, which is of great benefit to the study of image processing neighborhoods.)
图像分类程序,此图像分类采用 SIFT + Kmeans 聚类的方法,然后调用 MLP 对其特征进行分类处理,速度实现比较快,正确率高(Image classification procedures, the use of this image classification method SIFT+ Kmeans clustering, and then call the MLP classification of its features, faster speed to achieve the correct rate)
图像分类程序,此图像分类采用 SIFT + Kmeans 聚类的方法,然后调用 MLP 对其特征进行分类处理,速度实现比较快,正确率高(Image classification procedures, the use of this image classification method SIFT+ Kmeans clustering, and then call the MLP classification of its features, faster speed to achieve the correct rate)
经典的双树复小波分解包经典的双树复小波分解包经典的双树复小波分解包(a toolbox of dtcwta toolbox of dtcwta toolbox of dtcwt)
直方图均衡化的实现,RGB直方图均衡化,直方图归一化。(Histogram equalization to achieve, RGB histogram equalization, histogram normalization.)
matlab实现的SGM算法,我只是搬运工(SGM method on matlab, it is quite good)
评估指标为点目标距离向和方位向峰值坐标、峰值旁瓣比、一维积分旁瓣比、剖面图(The evaluation indexes are peak coordinates, peak sidelobe ratio, one-dimensional integral sidelobe ratio and profile of point targets in range and azimuth directions.)
说明: 评估指标为点目标距离向和方位向峰值坐标、峰值旁瓣比、一维积分旁瓣比、剖面图(The evaluation indexes are peak coordinates, peak sidelobe ratio, one-dimensional integral sidelobe ratio and profile of point targets in range and azimuth directions.)
PIVlab - 时间分辨粒子图像测速(PIV)工具: 一种基于GUI的工具,用于预处理,分析,验证,后处理,可视化和模拟PIV数据。 使用MATLAB网络研讨会进行人脸识别代码: 使用MATLAB在线讲座的人脸识别中的主要演示文件。 Gabor特征提取: 该程序生成一个自定义Gabor滤波器组; 并使用它们提取图像特征。 主成分分析: 用于特征提取; 链码: 基于MATLAB的freeman的曲面轮廓描述(PIVlab - time resolved particle image velocimetry (PIV) tool: A GUI based tool for preprocessing, analysis, validation, post processing, visualization, and Simulation of PIV data. Using MATLAB webinar for face recognition code: The main demo file is used in MATLAB online lectures for face recognition. Gabor feature extraction: The program generates a custom Gabor filter bank and uses them to extract image features. Principal component analysis: For feature extraction; Chain code: Surface contour description of Freeman based on MATLAB)
说明: 光流计算得到运动场。使用算法为Lucas Kanade算法。(optical flow calculated Sports Ground. Lucas uses algorithms to Kanade algorithm.)
System Generator中伪彩色增强建模(Pseudocolor enhancement model in the System Generator)
demons 配准非常好用的非刚体配准!(Registration is very easy demons non-rigid registration!)
说明: 均值比差异图生成,用于SAR图像变化检测,生成差异图(mean ratio difference map generation, used for SAR image change detection, generate difference map)
用主成分分析来降维,用Kmeans方法聚类;应用于变化检测中(Principal component analysis is used to reduce dimension with k-means algorithm is used to cluster; change detection)