On the ensemble of multiscale object-based classifiers for aerial images: a comparative study.
Agnaldo Aparecido EsmaelJefersson Alex dos SantosRicardo da Silva TorresPublished in: Multim. Tools Appl. (2018)
Keyphrases
- aerial images
- multiscale
- ensemble learning
- multiple classifiers
- ensemble classifier
- classifier ensemble
- ensemble pruning
- majority voting
- training data
- aerial imagery
- training set
- ensemble methods
- feature selection
- multiple classifier systems
- combining classifiers
- aerial image sequences
- road extraction
- ensemble members
- individual classifiers
- tree crown
- low altitude
- image processing
- urban areas
- vector data
- decision trees
- natural images
- line segments
- support vector
- man made objects
- edge detection
- man made
- classifier combination
- image segmentation
- weak classifiers
- object recognition
- naive bayes
- base classifiers
- digital elevation models
- remote sensing
- image fusion