搜索资源列表
dat2bmp
- 高光谱数据转换，由高光谱数据转换为灰度图片-Hyperspectral data conversion, data is converted hyperspectral images
hyperMnf
- 针对高光谱数据的最小噪声分离（MNF变换）程序，参考文献Interference and Noise-Adjusted Pricipal Components Analysis-this procedure is used for the minimum noise fraction of the hyperspectral data,and the reference is Interference and Noise-Adjusted Pricipal Components Analysi
NBC
- 迁移朴素贝叶斯分类器算法实现，可用于高光谱遥感图像处理-Migration naive Bayes classifier algorithm can be used for hyperspectral remote sensing image processing
ENVIHeadGet
- 读取envi高光谱文件的头文件数据，文件格式为*.hdr-read envi head files
MPCA
- MPCA算法，PCA的升级版，可以直接对高光谱数据或高阶数据进行降维，不需要PCA的初始化过程，而且效果较好。-MPCA algorithm
MAP_HSI_MSI
- 构造仿真低空间分辨率的高光谱图像以及高空间分辨率的多光谱图像，通过MAP算法实现高光谱和多光谱图像融合，-MAP algorithm for the fusion of hyperspectral and multispectral images
CNMF
- 通过耦合非负矩阵分解，实现高光谱和多光谱图像分类-Coupled Nonnegative Matrix Factorization for HSI and MSI Fusion
Classification
- 两种高光谱图像降维算法用于分类，一种基于分块张量分解，另一种基于一种新型的图像块相似度-two novel dimensionality reduction methods for HSI classificaion
TUCKER-denoising
- 一种新型的基于Tucker张量分解的高光谱图像降噪算法，性能优于传统的维纳滤波-a novel method based on Tucker decomposition for HSI denoising
ncut_multiscale_1_6
- 图像分割,归一化多尺度图像分割技术,可以用于高光谱或者多光谱图像处理哦-Ncut segmentation，C language,C++ language
svm多核运算
- svm多核运算，实现高光谱数据分类，运行成功
ABS
- 对于高光谱波段降维中的ABS指数（Adaptive Band Selection）进行编程，计算每一个波段的ABS指数进行计算并排序，辅助高光谱波段降维。-ABS(Adaptive Band Selection) index for hyperspectral dimension reduction. The ABS index is calculated for each band and sorted.
EndmemberExtraction
- N-FINDR算法，高光谱图像无先验知识下的端元提取算法，最后计算每种端元的丰度-N-FINDR algorithm for hyperspectral image without prior knowledge of endmember extraction, and calculate the abundance
EOSap_Smoothing
- 能够实现对高光谱数据影像的平滑，可以根据需要设置平滑参数并且能够批量处理-Hyperspectral Smooth
hyperspectral
- 用于高光谱图像处理的matlab程序，包括图像融合，降维和图像的极大似然分类程序-For hyperspectral image processing matlab procedures, including image fusion, image dimension reduction and maximum likelihood classification procedure
vca
- 顶点成分分析，可以用于高维图像，比如，高光谱图像的端元提取，先验：数据中存在纯端元-Vertex component analysis, can be used in high-dimensional images, such as hyperspectral image endmember extraction, a priori: there is data in the pure end-member
SVM
- 高光谱图像的分类，适合各种光谱数据或者RGB图像。只需要调整输出路径就好了。-Hyperspectral image classification, for a variety of spectral data or RGB images. Only you need to adjust the output path just fine.
hyper_SAE
- 用SAE 深度学习方法做的高光谱图像分析的一个例子。里面有sae方法还有高光谱图像的特征提取过程。-One example of the depth of learning to do with SAE hyperspectral image analysis. There are sae method has hyperspectral image feature extraction process.
ATGP
- MATLAB实现高光谱端元提取ATGP算法-MATLAB code of Automatic Target Generation Process algorithm.
FCLS_v2
- MATLAB实现高光谱端元提取FCLS算法-MATLAB code of FCLS Algorithm