Ensemble-Based Commercial Buildings Facades Photographs Classifier.
Aleksei SamarinValentin MalykhPublished in: AIST (2020)
Keyphrases
- ensemble learning
- urban environments
- classifier ensemble
- training data
- ensemble classifier
- multiple classifiers
- training set
- building facades
- final classification
- feature selection
- aerial photographs
- learning algorithm
- combining classifiers
- classification method
- individual classifiers
- photorealistic
- weak classifiers
- decision tree classifiers
- multiple classifier systems
- weak learners
- classification process
- decision trees
- linear classifiers
- support vector machine
- neural network
- classifier combination
- binary classification problems
- ensemble methods
- random forest
- training examples
- feature set
- svm classifier
- support vector
- accurate classifiers
- generalization ability
- aerial images
- majority voting
- class labels
- classification algorithm
- concept drift
- feature space
- decision forest
- feature ranking
- random forests
- ensemble members
- computer graphics
- bias variance decomposition
- training samples