Xiao-Xiao Yan

DAMSeg: degradation-aware modulation network for robust semantic segmentation of road scenes under adverse conditions

Semantic segmentation models for autonomous driving suffer significant performance degradation under adverse weather and lighting conditions such as fog, rain, snow, and nighttime illumination. Existing approaches include restoration before segmentation and robustness-oriented adaptation or generalization; comparativ...