Transductive SVMs for semisupervised classification of hyperspectral data.
Lorenzo BruzzoneMingmin ChiMattia MarconciniPublished in: IGARSS (2005)
Keyphrases
- hyperspectral data
- support vector
- hyperspectral images
- hyperspectral
- hyperspectral imagery
- semi supervised
- support vector machine svm
- feature vectors
- svm classifier
- feature selection
- text classification
- classification accuracy
- random projections
- training set
- image classification
- multispectral
- pattern recognition
- machine learning
- transductive learning
- infrared
- supervised learning
- support vector machine
- remote sensing
- semi supervised learning
- feature space
- data compression
- active learning
- kernel function
- principal components
- labeled data
- data sets