AuraFusion360: Augmented Unseen Region Alignment for Reference-based 360deg Unbounded Scene Inpainting

Reference-based 360 unbounded scene inpainting Reference image Input images + camera parameters Object masks Novel views AuraFusion360 Object-masked Gaussian Splatting Figure 1. Overview of our reference-based 360°unbounded scene inpainting method. Given input images with camera parameters, object masks, and a reference image, our AuraFusion360 approach generates an object-masked Gaussian Splatting representation. This representation can then render novel views of the inpainted scene, effectively removing the masked objects while maintaining consistency with the reference image.