Zi-Zhen Chen

Enhancing Scene Generalization for Open-Vocabulary Remote Sensing Segmentation via Semantic–Structural Collaboration

Open-vocabulary semantic segmentation (OVSS) of remote sensing faces severe performance degradation when encountering unseen scene distributions caused by geographic, sensor, and resolution variations. Existing vision–language approaches provide strong semantic priors but lack scene-invariant structural representations...