Sentinel-1 SAR and LiDAR to detect extent and depth flood using Random Forests machine learning.
Jesus Soria-RuizYolanda M. Fernandez-OrdonezJuan P. Ambrosio-AmbrosioMiguel A. Escalona-MauricePublished in: IGARSS (2022)
Keyphrases
- random forests
- machine learning algorithms
- machine learning
- decision trees
- depth images
- random forest
- ensemble methods
- machine learning methods
- logistic regression
- tree ensembles
- learning algorithm
- regression trees
- randomized trees
- synthetic aperture radar
- naive bayes
- natural language processing
- learning tasks
- text classification
- regression forests
- semi supervised learning
- information extraction
- depth information
- reinforcement learning
- image segmentation
- computer vision
- head pose estimation