Semi-Supervised Endmember Identification In Nonlinear Spectral Mixtures Via Semantic Representation.
Yuki ItohSiwei FengMarco F. DuarteMario ParentePublished in: CoRR (2017)
Keyphrases
- semantic representation
- semi supervised
- hyperspectral imagery
- hyperspectral images
- natural language
- semantic integration
- conceptual graphs
- semi supervised learning
- heavy tailed distributions
- supervised learning
- source separation
- hyperspectral data
- semantic representations
- unlabeled data
- high dimensional feature space
- labeled data
- active learning
- knowledge base
- semantic constraints
- controlled natural language
- remote sensing
- textual descriptions
- multispectral
- data sets
- mixture model
- co occurrence
- pairwise
- learning algorithm
- machine learning