Jian-Xun Lai

GeoSeC: Geometric-Semantic Collaborative Learning for Weakly Supervised Remote Sensing Image Segmentation.

Despite the economic advantages of weakly supervised semantic segmentation (WSSS) in remote sensing imagery (RSI), existing VLM- and VFM-based approaches still struggle with domain-specific semantic ambiguities and geometric discontinuities. To address these challenges, we propose GeoSeC, the Geometric-Semantic Collabo...