Context-Aware Semantic Segmentation via Stage-Wise Attention
arXiv:2601.11310v2 Announce Type: replace
Abstract: Semantic ultra-high-resolution (UHR) image segmentation is essential in remote sensing applications such as aerial mapping and environmental monitoring. Transformer-based models remain challenging in…