Pixel and Object-Based Machine Learning Classification Schemes for Lithological Mapping Enhancement of Semi-Arid Regions Using Sentinel-2A Imagery: A Case Study of the Southern Moroccan Meseta.
Imane SerboutiMohammed RajiMustapha HakdaouiBiswajeet PradhanChang-Wook LeeAbdullah M. AlamriPublished in: IEEE Access (2021)
Keyphrases
- classification schemes
- machine learning
- classification scheme
- input image
- homogeneous regions
- image pixels
- region boundaries
- computer vision
- neighboring pixels
- databases
- high resolution
- pattern recognition
- support vector machine
- data mining
- image processing
- machine learning algorithms
- image regions
- database
- feature selection
- decision trees
- information extraction
- text classification
- natural language processing
- kernel methods
- supervised learning
- learning algorithm
- data analysis
- model selection
- text mining
- meta learning
- video objects
- supervised learning algorithms
- neural network