Detection of Aquatic Alligator Weed (Alternanthera philoxeroides) from Aerial Imagery Using Random Forest Classification.
Kathryn SheffieldDaniel ClementsDarryl J. CluneAngela ConstantineTony DugdalePublished in: Remote. Sens. (2022)
Keyphrases
- random forest
- aerial imagery
- decision trees
- feature set
- fold cross validation
- lidar data
- aerial images
- random forests
- decision tree learning algorithms
- classification accuracy
- machine learning
- text classification
- support vector machine svm
- image classification
- feature vectors
- machine learning algorithms
- ensemble methods
- classification models
- supervised learning
- false alarms
- feature space
- support vector machine
- similarity measure
- active learning
- feature selection
- feature extraction
- automatic target recognition
- pairwise
- machine learning methods
- benchmark datasets
- image features
- multi class