Qing-Dong Wang

GMSINet for Building Extraction from Very-High-Resolution Remote Sensing Imagery

The gated multi-scale interaction network (GMSINet), a U-shaped encoder–decoder framework with a hierarchical shifted-window self-attention Transformer backbone with a hybrid loss function is introduced to balance pixel-level supervision stability and region-level structural consistency, is proposed.