FeatureExplorer: Interactive Feature Selection and Exploration of Regression Models for Hyperspectral Images.
Jieqiong ZhaoMorteza KarimzadehAli MasjediTaojun WangXiwen ZhangMelba M. CrawfordDavid S. EbertPublished in: CoRR (2019)
Keyphrases
- regression model
- hyperspectral images
- feature selection
- model selection
- hyperspectral
- remote sensing
- hyperspectral imagery
- regression analysis
- hyperspectral data
- multispectral
- regression methods
- linear model
- neural network
- mutual information
- explanatory variables
- classification accuracy
- feature extraction
- multispectral images
- regression trees
- software effort
- target detection
- multivariate regression
- dimensionality reduction
- support vector machine
- image analysis
- support vector
- remote sensing images
- satellite images
- high dimensionality
- feature set
- target variable
- pattern recognition
- image processing