A novel classifier for improving wetland mapping by integrating image fusion techniques and ensemble machine learning classifiers.
Javed MallickSwapan Talukdar ShahfahadSwades PalAtiqur RahmanPublished in: Ecol. Informatics (2021)
Keyphrases
- image fusion
- fusion method
- multiple classifiers
- ensemble classifier
- machine learning
- multiple classifier systems
- fusion methods
- individual classifiers
- classifier ensemble
- combining classifiers
- ensemble learning
- remote sensing
- multiresolution
- image fusion algorithm
- majority voting
- feature selection
- decision trees
- multi sensor
- final classification
- training data
- multiscale
- classifier combination
- decision tree classifiers
- accurate classifiers
- feature ranking
- image registration
- training set
- pixel level
- image processing
- data fusion
- support vector machine
- nonsubsampled contourlet transform
- fused image
- pattern recognition
- ensemble methods
- combining multiple
- discrete wavelet transform
- fusion process
- learning classifier systems
- machine learning methods
- svm classifier
- weak classifiers
- machine learning algorithms
- fusion rules
- learning algorithm
- weak learners
- base classifiers
- information fusion
- multi focus image fusion
- fusion algorithm
- wavelet transform
- computer vision
- class labels
- feature set
- contourlet transform
- multispectral images
- classification accuracy