IEEE

Few-Shot Segmentation of Remote Sensing Images Using Deep Metric Learning

Abstract: Current convolutional neural network (CNN)-based methods for remote sensing image segmentation require a large number of densely annotated images for model training and have limited ...
IEEE

Few-Shot SAR Target Recognition via Causal Inference and Deep Metric Learning

Abstract: Deep learning, with large-scale annotated datasets, has demonstrated remarkable success in synthetic aperture radar automatic target recognition (SAR-ATR). However, the collecting of SAR ...