Vegetation Mapping with Random Forest Using Sentinel 2 and GLCM Texture Feature - A Case Study for Lousã Region, Portugal.
Pegah MohammadpourDomingos Xavier ViegasCarlos ViegasPublished in: Remote. Sens. (2022)
Keyphrases
- random forest
- texture features
- gray level co occurrence matrix
- feature set
- textural features
- texture classification
- texture images
- feature vectors
- texture analysis
- decision trees
- local binary pattern
- feature extraction
- gabor filters
- texture descriptors
- distance measure
- shape features
- classification accuracy
- texture feature extraction
- gray level
- color features
- remote sensing
- feature selection
- rotation invariant
- multi label
- image features
- feature space
- input image
- ensemble methods
- ensemble classifier
- decision tree learning algorithms
- object recognition
- base classifiers
- pairwise