High-Resolution Remote Sensing Imagery Classification of Imbalanced Data Using Multistage Sampling Method and Deep Neural Networks.
Wei XiaCaihong MaJianbo LiuShibin LiuFu ChenZhi YangJianbo DuanPublished in: Remote. Sens. (2019)
Keyphrases
- multistage
- imbalanced data
- remote sensing imagery
- remote sensing
- neural network
- high resolution
- pattern recognition
- feature selection
- classification models
- support vector machine
- support vector machine svm
- change detection
- dynamic programming
- classification accuracy
- machine learning
- svm classifier
- text classification
- feature space
- decision trees
- pattern classification
- linear regression
- image processing
- class imbalance
- support vector
- decision boundary
- high frequency
- ensemble methods
- image segmentation
- random forest
- remote sensing images
- rule extraction
- image classification