Author

Yu Liu

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Preprint Aug 2026

DiCoR: Decoupled Referent Disambiguation and Contour Recalibration for Efficient Referring Remote Sensing Image Segmentation

DiCoR is proposed, a decoupled referent disambiguation and contour recalibration framework built on an efficient JFS pipeline that addresses two key challenges: distinguishing the correct referent from ambiguous candidates and refining coarse masks after localization.

Ziyang Gao, Zhi-Zhuo Jiang, Jingjing Chang et al. · 0 citations

Preprint Aug 2026

CROSS: Cascaded Distillation and Dual-Constraint Grounding for Remote Sensing Referring Segmentation

CROSS is proposed, a tightly integrated paradigm for RRSIS that achieves state-of-the-art performance and maintains precise localization even under severe spatial description perturbations, standing as a robust new paradigm for RRSIS.

Tingzhang Luo, Ruizhong Liu, Yi-Chao Liu et al. · 1 citation