Investigating Feature Extraction for Domain Adaptation in Remote Sensing Image Classification.
Giona MatasciLorenzo BruzzoneMichele VolpiDevis TuiaMikhail F. KanevskiPublished in: ICPRAM (2013)
Keyphrases
- domain adaptation
- remote sensing
- image classification
- feature extraction
- image processing
- change detection
- remotely sensed data
- multispectral
- remote sensing images
- high resolution
- satellite data
- remote sensing data
- feature representation
- sentiment classification
- transfer learning
- hyperspectral
- multiple sources
- cross domain
- satellite images
- labeled data
- image analysis
- bag of words
- image representation
- feature vectors
- semi supervised
- test data
- feature space
- land cover
- automatic image registration
- remotely sensed
- sparse representation
- target domain
- document classification
- unlabeled data
- semi supervised learning
- feature set
- face recognition
- image features
- principal component analysis
- feature selection
- pattern recognition
- hyperspectral images
- wavelet transform
- dimensionality reduction
- training set
- co training
- databases