▍1. SVM-Classification
Matlab写的SVM图像分类程序,是完整的可运行的图像分类程序,高手可以研究一下。(Matlab write SVM image classification procedure is complete working image classification procedures, experts can look at.)
Matlab写的SVM图像分类程序,是完整的可运行的图像分类程序,高手可以研究一下。(Matlab write SVM image classification procedure is complete working image classification procedures, experts can look at.)
利用块稀疏的方法求解感知矩阵,在压缩感知、图像恢复方面都可以应用(Method for solving block sparse perception matrix in compressed sensing, image restoration can be applied)
局部拉普拉斯滤波代码,效果很好,可以直接运行(Edge-aware Image Processing with a Laplacian Pyramid)
说明: 基于python-opencv的图像匹配代码,包含了SIFT、SURF、AKAZE、ORB方法。43-48行修改图像路径,74-81修改匹配方法。(dev: python3.6+opencv_python==3.4.2+opencv-contrib-python==3.4.2)
提取GIST特征的matlab实现源码,初学者实用(Extract GIST features matlab achieve source beginners practical)
说明: 基于Kmeans算法的图像分割,一般Kmeans是数据挖掘中用来聚类的,本试验利用图像中的灰度值作为Kmeans算法的原始点,进行图像分割(Kmeans algorithm based on image segmentation, data mining in general Kmeans is used to clustering, the trial use of the image gray value as the original algorithm Kmeans spots for Image Segmentation)
几种经典的图像噪声方差估计方法(论文和源代码)(Several classical noise estimation method (articles and source code))
说明: 基于cs的sar成像仿真,包括omp、sl0、osl0、onsl0等cs算法(ISAR imaging simulation based on CS, including OMP, sl0, osl0, onsl0 and other CS algorithms)
matlab编写Zernike多项式拟合横向剪切波前重建。(matlab write Zernike polynomial fitting transverse shear wave before reconstruction.)
关于利用迭代傅里叶转换算法来处理图像相位的恢复问题的一个程序。(About iterative Fourier transform algorithm is used to dealing with image recovery phase of a program.)
这是针对波前编码成像系统模拟,以及图像复原模拟代码(this is the wavefront coding image processing code of WFC optic system. it is very useful in WFC syetem for research .)
实现了图像与视频的信息隐藏,输入图片和视频可进行效果演示(The information hiding of image and video is realized)
说明: 实现了图像与视频的信息隐藏,输入图片和视频可进行效果演示(The information hiding of image and video is realized)
说明: Susan角点提取检测,进行图像处理,主要运用在数字水印特征提取方面(Susan,In the aspect of image feature extraction, watermark is mainly used for corner detection)
N-FINDR算法 端元提取 读取MNF降维后的影像数据 读取MNF降维后的影像数据( using N-FINDR end-member extraction)
包含高光谱图像读取及格式转换,端元提取算法N-FINDR(Contains the hyperspectral image reading and format conversion, endmember extraction algorithm for N-FINDR)
说明: IQA评估指标包括PLCC,SROCC,KROCC,PSNR,SSIM (Structural Similarity),MSE (Mean Square Error),RMSE (Root Mean Square Error) ,信息熵 (Information Entropy)算法(IQA evaluation indicators include PLCC, SROCC, KROCC, PSNR, SSIM (Structural Similarity), MSE (Mean Square Error), RMSE (Root Mean Square Error) , Information Entropy (Information Entropy) algorithm)
能够实现图像分割,对图像分类起到一定的分割效果(Image segmentation can be realized)