Bagging and Boosting Ensemble Classifiers for Classification of Multispectral, Hyperspectral and PolSAR Data: A Comparative Evaluation.
Hamid JafarzadehMasoud MahdianPariEric GillFariba MohammadimaneshSaeid HomayouniPublished in: Remote. Sens. (2021)
Keyphrases
- multispectral
- hyperspectral data
- hyperspectral
- ensemble classifier
- comparative evaluation
- image data
- remote sensing data
- spectral bands
- hyperspectral images
- remote sensing
- satellite images
- ensemble classification
- hyperspectral imagery
- remote sensing images
- ensemble methods
- land cover classification
- infrared
- spectral data
- high spatial resolution
- multispectral images
- image analysis
- ensemble learning
- data sets
- machine learning
- spatial resolution
- target detection
- decision trees
- high quality
- base classifiers
- data distribution
- data points
- neural network
- weak classifiers
- remote sensing imagery
- pattern recognition
- land cover
- machine learning methods
- high dimensional data
- support vector machine
- classification algorithm
- text classification
- computer vision
- feature extraction
- information content
- image classification
- feature set
- random forest