Author

Jiangwen Lu

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Preprint Aug 2026

Perceptual Anchoring: Prototype-Guided Text Calibration for Training-free Open-Vocabulary Semantic Segmentation

Inspired by the symbol-percept correspondence underlying perceptual anchoring, Prototype-Guided Text Calibration (PTC) is proposed for training-free OVSS and significantly enhances the performance of six representative methods and yields more complete and accurate segmentation results.

Wanli Ma, Jiang-Wen Lu, Qin-Mu Peng et al. · 0 citations