Jiuhe Qu

Learning Semantic-Robust Change Detection via Semantic-Invariant Self-Distillation

Jiuhe Qu, Yingping Liang, Ying Fu

Change detection aims to identify semantic changes between remote sensing images. However, features from models are easily disturbed by non-semantic variations, such as illumination, shadows, and atmospheric changes, leading to false alarms and limited generalization in real-worl…Read more