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

Key points

• 3D object removal aims to remove target objects from reconstructed scenes and complete the geometry and appearance of occluded regions.1
• Existing NeRF- and 3DGS-based methods typically inpaint 2D images to guide 3D completion.1
• Inconsistent completions across views also introduce conflicting supervision and blurry reconstructions.1
• We further introduce geometrically regularized Gaussian completion to constrain the geometry of the completed regions.1

Sources (1)

• [1]3DTexMOR: 3D Gaussian Multi-Object Removal via Texture-Space Inpainting
  arXiv (AI, ML, NLP, CV, robotics, multi-agent) · Oct 8, 04:02 AM

  We propose 3D Gaussian Multi-Object Removal via Texture-Space Inpainting (3DTexMOR).

  3D object removal aims to remove target objects from reconstructed scenes and complete the geometry and appearance of occluded regions.

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