Feature extraction and machine learning for the classification of active cropland in the Aral Sea Basin.
Dimo DimovFabian LöwMirzahayot IbrakhimovSarah Schönbrodt-StittChristopher ConradPublished in: IGARSS (2017)
Keyphrases
- feature extraction
- machine learning
- pattern recognition
- feature selection
- pattern classification
- machine learning methods
- feature vectors
- machine learning algorithms
- support vector machine svm
- decision trees
- feature space
- supervised learning
- image classification
- support vector machine
- preprocessing
- classification accuracy
- extracted features
- supervised machine learning
- text classification
- image feature extraction
- machine learning approaches
- classification scheme
- automatic classification
- model selection
- data mining
- feature set
- feature extraction and classification
- support vector
- classification algorithm
- classification method
- dimension reduction
- natural language processing
- information extraction
- face recognition
- texture feature extraction
- unsupervised learning
- image processing
- statistical pattern recognition
- supervised classification
- feature representation
- active learning
- discriminant analysis
- k nearest neighbor