Machine Learning Classification of Fused Sentinel-1 and Sentinel-2 Image Data towards Mapping Fruit Plantations in Highly Heterogenous Landscapes.
Yingisani ChabalalaElhadi AdamKhalid Adem AliPublished in: Remote. Sens. (2022)
Keyphrases
- machine learning
- image data
- machine learning methods
- decision trees
- pattern recognition
- supervised machine learning
- machine learning algorithms
- text classification
- supervised learning
- feature selection
- supervised classification
- classification scheme
- support vector machine
- image classification
- classification systems
- statistical learning
- data mining
- automatic classification
- pattern classification
- class labels
- model selection
- preprocessing
- feature space
- knowledge discovery
- classification accuracy
- feature vectors
- classification models
- learning algorithm
- classification rules
- inductive learning
- feature extraction
- dimensionality reduction
- multiple classifier systems
- data analysis
- training set
- classification method
- data fusion
- artificial intelligence
- support vector machine svm
- training samples
- computer vision
- knowledge acquisition
- natural language processing