搜索资源列表
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.
UFCLS
- 实现非监督的FCLS算法进行高光谱图像端元提取-Unsupervised FCLS algorithm
Apple
- 高光谱图像处理程序示例，对苹果进行光谱检测，然后运用偏最小二乘法进行建模，预测苹果甜度。开发环境为matlab。-Hyperspectral image processing program example, Apple spectral detection, and then using partial least squares modeling, forecasting apple sweetness. Development environment for matlab.
whitenv
- 白噪化处理，这是高光谱图像数据降维的前预处理，也称为球化，在数据降维中必须用到-White noise process, which is pretreatment hyperspectral image data dimensionality reduction, also called the ball in the data dimensionality reduction must be used
band-selection
- 基于图像对比度和波段相关性的波段选择算法，适用于高光谱图像的特征选择-Bands selection algorithm based on image contrast and correlation of bands for hyperspectral image feature selection
2005-Kernel-RX-AlgorithmA
- 非线性核RX算法(KRX算法)来完成异常目标检测，不仅有效地利用了高光谱图像波段间的高阶统计特性和非线性信息，而且避免了对高维数据的特征提取，从而降低了算法的复杂度．-Nonlinear nuclear RX algorithm (KRX algorithm) to complete anomaly detection, not only the effective use of higher-order statistical characteristics of hyperspectral
PPI
- 高光谱图像处理，ppi算法，MATLAB，可以直接使用，纯像元指数端元提取- Hyperspectral image processing, ppi algorithms, MATLAB, can be used directly as the dollar index pure endmember extraction
read_envi
- 高光谱图像的MATLAB读取的函数，作为子函数，可以直接使用- MATLAB function reads hyperspectral image as a subroutine can be used directly
PPI
- 高光谱图像端元提取PPI算法，能够快速提取出候选端元-Hyperspectral image is the extraction algorithm of PPI, able to quickly extract candidate components
PCA
- 高光谱图像PCA算法（注释详尽） 将传统的PCA算法应用于高光谱遥感中，实现光谱图像的数据降维-PCA algorithm for hyperspectral image The traditional PCA algorithm is applied to hyperspectral remote sensing, the realization of spectral image data dimensionality reduction
MNF
- 高光谱图像MNF算法，实现高光谱图像的去噪，注释详尽-Hyperspectral image MNF algorithm to achieve denoising hyperspectral images, detailed comments
HyperspectralImageObjectDetection
- 本代码实现了打开三维高光谱遥感图像，并且可对高光谱图像进行小目标识别，绘制ROC、PRC曲线-The code to open the three-dimensional hyperspectral imagery, and hyperspectral images can be small target recognition, draw ROC, PRC curve
HyperDenoise
- 高光谱图像去噪，用4种方法进行对比PCA,WPCA,Contourlet-PCA,KSVD-PCA-Hyperspectral image denoising, using 4 methods to compare PCA, WPCA, Contourlet-PCA, KSVD-PCA
Test_MNF
- 用MNF（最大噪声分离）进行高光谱图像去噪，效果一般待优化-MNF (maximum noise fraction) for hyperspectral image denoising, the effect is generally to be optimized
biejang
- 一种流形学习算法（很好用），感应双馈发电机系统的仿真，毕设内容，高光谱图像基本处理。- A fluid manifold learning algorithm (good use), Simulation of doubly fed induction generator system, Complete set content, basic hyperspectral image processing.
fingnui
- 毕设内容，高光谱图像基本处理，应用小区域方差对比，程序简单，多抽样率信号处理。- Complete set content, basic hyperspectral image processing, Application of small area variance comparison, simple procedures, Multirate signal processing.
reference
- 基于线性插值的高光谱图像超分辨率重建的文档介绍-Hyperspectral image super-resolution linear interpolation reconstructed documents
menbai_v25
- 构成不同频率的调制信号，毕设内容，高光谱图像基本处理，阐述了负荷预测的应用研究。- Constituting the modulated signals of different frequencies, Complete set content, basic hyperspectral image processing, It describes the application of load forecasting.