Deep Metric Learning Based on Scalable Neighborhood Components for Remote Sensing Scene Characterization.
Jian KangRubén Fernández-BeltranZhen YeXiaohua TongPedram GhamisiAntonio PlazaPublished in: IEEE Trans. Geosci. Remote. Sens. (2020)
Keyphrases
- remote sensing
- metric learning
- high spatial resolution
- change detection
- distance metric
- remote sensing images
- remote sensing imagery
- multispectral
- pairwise
- image analysis
- high resolution
- image processing
- remote sensing data
- learning tasks
- satellite images
- semi supervised
- distance function
- mahalanobis metric
- feature space
- hyperspectral
- dimensionality reduction
- image sequences
- multi task
- satellite data
- land cover
- automatic image registration
- video sequences
- remote sensed images
- hyperspectral images
- earth observation
- reinforcement learning
- e learning
- database systems
- moving objects
- euclidean distance
- semi supervised learning