Evaluation of Machine Learning Algorithms in the Classification of Multispectral Images from the Sentinel-2A/2B Orbital Sensor for Mapping the Environmental Dynamics of Ria Formosa (Algarve, Portugal).
Flavo Elano Soares de SouzaJosé Inácio de Jesus RodriguesPublished in: ISPRS Int. J. Geo Inf. (2023)
Keyphrases
- machine learning algorithms
- benchmark data sets
- multispectral images
- machine learning methods
- decision trees
- machine learning
- learning algorithm
- predictive accuracy
- machine learning approaches
- multispectral
- learning problems
- random forests
- input features
- machine learning models
- learning models
- spatial resolution
- multispectral image segmentation
- support vector machine
- classification accuracy
- training data
- feature selection
- data mining
- data sets
- color images
- multiresolution
- feature vectors
- multiscale
- remote sensing images
- feature extraction