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Yinlong Liu

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نسخة أولية وصول مفتوح

DTFormer: Text-Guided Semantic Alignment for RGB-D Segmentation

Ziang Wei, Yinlong Liu, Yan Xia وآخرون · 2026

RGB-D semantic segmentation has made notable progress by fusing RGB and Depth, yet mainstream models still learn features almost exclusively from pixel-level supervision, lacking direct high-level semantic constraints. This raises a central question-can external knowledge such as language priors inject stronger semanti …

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