Noise-Aware Data Augmentation for Robust Road Detection in Small Satellite Imagery
The results show that augmentation is most useful for single-acquisition small satellite imagery, where it improves robustness to lower image quality, indicating that performance depended more on scene conditions than on perturbation strength.