AI RESEARCH
Camera-Aware Cross-View Alignment for Referring 3D Gaussian Splatting Segmentation
arXiv CS.CV
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ArXi:2511.03992v2 Announce Type: replace Referring 3D Gaussian Splatting Segmentation (R3DGS) aims to ground free-form language queries in 3D Gaussian fields. However, existing methods rely on single-view pseudo supervision, leading to viewpoint drift and inconsistent predictions across views. We propose CaRF (Camera-aware Referring Field), a camera-aware cross-view alignment framework for view-consistent referring in 3D Gaussian splatting. CaRF