Lake Ice-Water Classification of RADARSAT-2 Images by Integrating IRGS Segmentation with Pixel-Based Random Forest Labeling.
Marie HoekstraMingzhe JiangDavid A. ClausiClaude R. DuguayPublished in: Remote. Sens. (2020)
Keyphrases
- random forest
- decision trees
- image classification
- feature set
- fold cross validation
- random forests
- edge detection
- image segmentation
- input image
- sar imagery
- classification accuracy
- object recognition
- ensemble classifier
- image features
- text classification
- ensemble methods
- decision tree learning algorithms
- image retrieval
- feature selection
- feature vectors
- feature space
- multiscale
- feature extraction
- machine learning
- unsupervised learning
- support vector machine svm
- multi label
- satellite images
- supervised learning
- training set
- learning algorithm
- sar images
- aerial images
- active learning