SPIn-NeRF: Multiview Segmentation and Perceptual Inpainting with Neural Radiance Fields

Understand

Neural Radiance Fields (NeRFs) have emerged as a popular approach for novel view synthesis.

• While NeRFs are quickly being adapted for a wider set of applications, intuitively editing NeRF scenes is still an open challenge.
• One important editing task is the removal of unwanted objects from a 3D scene, such that the replaced region is visually plausible and consistent with its context.
• We refer to this task as 3D inpainting.