IEEE

Self-Supervised Learning for Spaceborne SAR and Multispectral Image Representation With Few-Shot Local Climate Zone Classification

Abstract: Deep learning has demonstrated significant potential in remote sensing scene classification; nevertheless, its efficacy is frequently hindered by the requirement for extensive labeled ...
IEEE

Unsupervised Domain Adaptation With Hierarchical Masked Dual-Adversarial Network for End-to-End Classification of Multisource Remote Sensing Data

Abstract: Although unsupervised domain adaptation (UDA) has been successfully applied for cross-scene classification of multisource remote sensing (MSRS) data, there are still some tough issues: 1) ...