3 papers
cs.CV2025
PCM-SAR: Physics-Driven Contrastive Mutual Learning for SAR Classification
Pengfei Wang, Hao Zheng, Zhigang Hu +3
Existing SAR image classification methods based on Contrastive Learning often rely on sample generation strategies designed for optical images, failing to capture the distinct sema…
cs.CV2023
MetaDefa: Meta-learning based on Domain Enhancement and Feature Alignment for Single Domain Generalization
Can Sun, Hao Zheng, Zhigang Hu +3
The single domain generalization(SDG) based on meta-learning has emerged as an effective technique for solving the domain-shift problem. However, the inadequate match of data distr…
cs.CV2023
Double Reverse Regularization Network Based on Self-Knowledge Distillation for SAR Object Classification
Bo Xu, Hao Zheng, Zhigang Hu +2
In current synthetic aperture radar (SAR) object classification, one of the major challenges is the severe overfitting issue due to the limited dataset (few-shot) and noisy data. C…