Classifier-Constrained Deep Adversarial Domain Adaptation for Cross-Domain Semisupervised Classification in Remote Sensing Images.
Wenxiu TengNi WangHuihui ShiYuchan LiuJing WangPublished in: IEEE Geosci. Remote. Sens. Lett. (2020)
Keyphrases
- domain adaptation
- cross domain
- remote sensing images
- semi supervised
- target domain
- co training
- labeled data
- cross domain text classification
- labeled and unlabeled data
- class labels
- classification algorithm
- change detection
- unlabeled data
- remote sensing
- document classification
- multispectral
- support vector
- training samples
- training data
- transfer learning
- text classification
- semi supervised learning
- sentiment classification
- decision trees
- labeled training data
- feature space
- training set
- feature selection
- support vector machine
- machine learning
- source domain
- feature set
- text categorization
- supervised learning
- label information
- test data
- feature vectors
- knowledge transfer
- active learning
- pairwise
- multiple sources
- training examples
- data streams
- image data
- neural network
- hyperspectral
- image segmentation
- satellite images
- e learning
- face recognition
- learning algorithm
- data sets
- data points