Use of Landsat Imagery Time-Series and Random Forests Classifier to Reconstruct Eelgrass Bed Distribution Maps in Eeyou Istchee.
Kevin ClyneArmand LaRocqueBrigitte LeblonMaycira CostaPublished in: Remote. Sens. (2024)
Keyphrases
- random forests
- decision trees
- accurate classifiers
- remote sensing data
- random forest
- satellite imagery
- ensemble methods
- logistic regression
- thematic mapper
- machine learning algorithms
- multispectral
- tree ensembles
- supervised classification
- training data
- base learners
- randomized trees
- decision tree ensembles
- image data
- high resolution
- remote sensing
- feature set
- support vector
- feature space
- ensemble learning
- training set
- computer vision
- regression forests
- learning algorithm
- feature selection
- image processing
- satellite images
- change detection
- machine learning
- naive bayes
- data mining
- head pose estimation
- active learning
- training samples
- class labels
- text categorization