An novel random forests and its application to the classification of mangroves remote sensing image.
Yan-Min LuoDe-Tian HuangPeizhong LiuHsuan-Ming FengPublished in: Multim. Tools Appl. (2016)
Keyphrases
- random forests
- decision trees
- remote sensing images
- machine learning algorithms
- tree ensembles
- regression forests
- accurate classifiers
- randomized trees
- random forest
- ensemble methods
- remote sensing
- machine learning
- logistic regression
- supervised learning
- pattern recognition
- support vector machine svm
- multi spectral images
- classification accuracy
- classification algorithm
- image classification
- text classification
- multispectral
- feature vectors
- landsat etm
- classification and regression trees
- decision tree ensembles
- computer vision
- change detection
- machine learning methods
- class labels
- benchmark datasets
- image analysis
- head pose estimation
- svm classifier
- feature set
- training data
- feature extraction