Deep Learning for Land Cover Classification Using Only a Few Bands.
Chiman KwanBulent AyhanBence BudavariYan LuDaniel PérezJiang LiSergio BernabéAntonio PlazaPublished in: Remote. Sens. (2020)
Keyphrases
- deep learning
- land cover classification
- multispectral
- supervised classification
- unsupervised learning
- remote sensing data
- hyperspectral
- remote sensing
- land cover
- remote sensing imagery
- unsupervised feature learning
- hyperspectral images
- high spatial resolution
- satellite data
- change detection
- mental models
- machine learning
- hyperspectral data
- spatial resolution
- remote sensing images
- weakly supervised
- satellite images
- hyperspectral imagery
- high quality
- image processing
- image data
- supervised learning
- data sets
- pattern recognition
- training data
- video sequences
- dimensionality reduction
- geographic information systems
- color images
- image fusion
- natural language processing