Delineation of Crop Field Areas and Boundaries from UAS Imagery Using PBIA and GEOBIA with Random Forest Classification.
Odysseas VlachopoulosBrigitte LeblonJinfei WangAtaollah HaddadiArmand LaRocqueGreg PattersonPublished in: Remote. Sens. (2020)
Keyphrases
- random forest
- decision trees
- feature set
- fold cross validation
- random forests
- cancer classification
- classification accuracy
- ensemble classifier
- classification models
- image classification
- feature selection
- feature extraction
- feature ranking
- machine learning
- ensemble methods
- ensemble learning
- feature space
- feature importance
- decision tree learning algorithms
- multi label
- machine learning algorithms
- support vector machine
- training data
- image processing
- computer vision
- benchmark datasets
- class labels
- support vector machine svm
- machine learning methods
- unsupervised learning
- text classification
- semi supervised
- high dimensional
- support vector
- similarity measure
- neural network