Robust Normalized Softmax Loss for Deep Metric Learning-Based Characterization of Remote Sensing Images With Label Noise.
Jian KangRubén Fernández-BeltranPuhong DuanXudong KangAntonio J. PlazaPublished in: IEEE Trans. Geosci. Remote. Sens. (2021)
Keyphrases
- remote sensing images
- metric learning
- label noise
- change detection
- remote sensing
- multispectral
- distance metric
- active learning
- semi supervised
- learning tasks
- noise tolerant
- pairwise
- satellite images
- feature space
- dimensionality reduction
- multi task
- semi supervised learning
- distance function
- noise model
- prior knowledge
- training data
- similarity measure
- principal component analysis
- multi class