Generalized referring expression segmentation driven by instance-oriented queries

doi:10.1016/j.patcog.2025.112524

Generalized referring expression segmentation driven by instance-oriented queries

2025-10-01

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DOI：10.1016/j.patcog.2025.112524

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• Proposed InsRES, an instance-oriented framework for generalized referring segmentation. • Instance-aware clustering generates expressive queries for precise instance grounding. • Multi-scale spatial propagation enhances cross-modal alignment in segmentation.

Generalized referring expression segmentation driven by instance-oriented queries

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