Exploring Data Quantity Requirements for Domain Adaptation in the Classification of Satellite Image Time Series.
Benjamin LucasCharlotte PelletierJordi IngladaDaniel F. SchmidtGeoffrey I. WebbFrançois PetitjeanPublished in: MultiTemp (2019)
Keyphrases
- satellite images
- domain adaptation
- document classification
- data sets
- image data
- data analysis
- feature vectors
- training samples
- data sources
- remote sensing
- data points
- training data
- general purpose
- class labels
- feature extraction
- training examples
- knowledge discovery
- classification algorithm
- model selection
- high dimensional
- pairwise
- feature space
- decision trees
- computer vision