Siamese transformer network-based similarity metric learning for cross-source remote sensing image retrieval.
Chun DingMeimin WangZhili ZhouTeng HuangXiaoliang WangJin LiPublished in: Neural Comput. Appl. (2023)
Keyphrases
- remote sensing
- metric learning
- distance metric
- image retrieval
- distance function
- distance metric learning
- change detection
- remote sensing images
- multispectral
- remote sensing imagery
- high resolution
- image processing
- image analysis
- feature space
- euclidean distance
- hyperspectral
- distance measure
- pairwise
- remote sensing data
- semi supervised
- satellite images
- similarity measure
- satellite data
- land cover
- dimensionality reduction
- learning tasks
- automatic image registration
- mahalanobis metric
- data points
- multi task
- neural network
- visual features
- remote sensed images
- face recognition
- knn
- supervised learning
- semi supervised learning
- database systems
- earth observation