Classification Using Unmixing Models in Areas With Substantial Endmember Variability.
Edurne Ibarrola-UlzurrunLucas DrumetzJocelyn ChanussotJavier MarcelloConsuelo Gonzalo-MartínPublished in: WHISPERS (2018)
Keyphrases
- hyperspectral images
- hyperspectral data
- model selection
- machine learning algorithms
- feature extraction
- hyperspectral imagery
- automatic classification
- classification models
- classification algorithm
- pattern classification
- classification accuracy
- support vector
- pattern recognition
- support vector machine
- machine learning
- component analysis
- classification scheme
- hyperspectral
- statistical models
- decision trees
- remote sensing
- support vector machine svm
- text classification
- multispectral
- machine learning methods
- prior knowledge
- preprocessing
- neural network
- random projections
- feature selection
- image processing
- supervised learning