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Paper · arXiv

3DTexMOR: 3D Gaussian Multi-Object Removal via Texture-Space Inpainting

3D object removal aims to remove target objects from reconstructed scenes and complete the geometry and appearance of occluded regions. Existing NeRF- and 3DGS-based methods typically inpaint 2D images to guide 3D completion. However, complex multi-object layouts limit the surrounding context visible in each view, making 2D inpainting prone to artifacts. Inconsistent completions across views also introduce conflicting supervision and blurry reconstructions. We propose 3D Gaussian Multi-Object Removal via Texture-Space Inpainting (3DTexMOR). Our key idea is to perform inpainting in a unified texture space shared by all views. By combining complementary observations, this space provides ric...

AuthorsKunxin Guang, Yonghao Zhao, Jian Yang et al.
Primary categorycs.CV
Published8 October 2026
Last updated at source8 October 2026
cs.CV
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