Ensemble Multiple Kernel Active Learning For Classification of Multisource Remote Sensing Data.
Yuhang ZhangHsiuhan Lexie YangSaurabh PrasadEdoardo PasolliJinha JungMelba M. CrawfordPublished in: IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. (2015)
Keyphrases
- databases
- remote sensing data
- active learning
- multi source
- multiple kernel
- data integration
- training set
- support vector machine
- multiple kernel learning
- neural network
- classification accuracy
- image classification
- pattern recognition
- kernel learning
- machine learning
- decision trees
- multispectral
- supervised learning
- model selection
- hyperspectral images
- svm classifier
- feature selection
- information fusion
- data sets
- supervised classification
- class imbalance
- multiple sources
- hyperspectral
- change detection
- data fusion
- linear combination
- unsupervised learning
- data model
- feature vectors
- feature extraction