Author

Shao-Guang Huang

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Preprint Aug 2026

GeoSeg-OV: Bridging Geospatial Gaps with Structural Guidance for Open-Vocabulary Remote Sensing Segmentation

GeoSeg-OV is proposed, which decouples auxiliary VFM features from visual-text matching and repurposes them as structural guidance for cost aggregation and decoding, and introduces Cost-Aware Decoding (CAD) to adaptively refine and fuse multi-scale semantic and structural guidance based on the current decoder context.

Rui-Zhong Liu, Ting-Zhang Luo, Zai-Yan Zhang et al. · 0 citations