Detection of Atta Capiguara Ant Nests from aerial images using Random Forest Classifiers.
Tayná Bertacine De AlmeidaAndré Carmona HernandesPublished in: LARS/SBR/WRE (2023)
Keyphrases
- random forest
- aerial images
- aerial imagery
- decision trees
- feature set
- rotation forest
- fold cross validation
- ensemble classifier
- ensemble learning
- random forests
- man made
- ensemble methods
- tree crown
- training data
- shadow detection algorithm
- feature selection
- class labels
- classification models
- line segments
- svm classifier
- logistic regression
- classification accuracy
- support vector
- decision tree learning algorithms
- machine learning methods
- base classifiers
- change detection
- learning algorithm
- multi label
- training examples
- pairwise
- video sequences
- feature extraction
- computer vision