Urban Change Detection Using a Dual-Task Siamese Network and Semi-Supervised Learning.
Sebastian HafnerYifang BanAndrea NascettiPublished in: IGARSS (2022)
Keyphrases
- pattern recognition
- semi supervised learning
- change detection
- machine learning
- semi supervised
- unlabeled data
- labeled data
- remote sensing images
- data streams
- remote sensing
- semi supervised classification
- image analysis
- neural network
- unsupervised learning
- satellite images
- supervised learning
- manifold regularization
- training data
- image registration
- label propagation
- co training
- urban areas
- computer vision
- graph based semi supervised learning
- transfer learning
- shot change detection
- land cover
- network structure
- pairwise
- active learning
- complex networks
- feature extraction
- semi supervised learning methods
- text classification
- labeled and unlabeled data
- database
- high resolution