High-Rankness Regularized Semi-Supervised Deep Metric Learning for Remote Sensing Imagery.
Jian KangRubén Fernández-BeltranZhen YeXiaohua TongPedram GhamisiAntonio PlazaPublished in: Remote. Sens. (2020)
Keyphrases
- metric learning
- semi supervised
- remote sensing imagery
- semi supervised clustering
- distance metric learning
- remote sensing
- semi supervised learning
- change detection
- pairwise
- labeled data
- distance metric
- unsupervised learning
- active learning
- remote sensing images
- fully supervised
- unlabeled data
- land cover
- supervised learning
- learning tasks
- pairwise constraints
- wavelet transformation
- multi task
- multispectral
- hyperspectral
- remote sensing data
- learning problems
- dimensionality reduction
- learning process
- feature selection
- data mining