Machine-Learning Classification of SAR Remotely-Sensed Sea-Surface Petroleum Signatures - Part 1: Training and Testing Cross Validation.
Gustavo de Araújo CarvalhoPeter J. MinnettNelson F. F. EbeckenLuiz LandauPublished in: Remote. Sens. (2022)
Keyphrases
- cross validation
- model selection
- machine learning
- training set
- remotely sensed
- support vector
- synthetic aperture radar
- cross validated
- supervised learning
- pattern recognition
- support vector machine
- change detection
- roc analysis
- remote sensing
- parameter estimation
- feature selection
- generalization error
- decision trees
- unseen data
- sar images
- sea surface
- hyperspectral images
- nearest neighbor classifiers
- grid search
- multispectral
- ls svm
- binary classifiers
- satellite images
- hyperspectral
- class labels
- infrared
- unsupervised learning
- text classification
- data analysis
- feature extraction
- data sets
- remotely sensed images
- training data
- computer vision
- data mining