GScream: Learning 3D Geometry and Feature Consistent Gaussian Splatting for Object Removal

arXiv:2404.13679v1 Announce Type: new
Abstract: This paper tackles the intricate challenge of object removal to update the radiance field using the 3D Gaussian Splatting. The main challenges of this task lie in the preservation of geometric consistency and the maintenance of texture coherence in the presence of the substantial discrete nature of Gaussian primitives. We introduce a robust framework specifically designed to overcome these obstacles. The key insight of our approach is the enhancement of information exchange among visible and …

abstract arxiv challenge challenges consistent cs.cv feature geometry maintenance object paper preservation texture type update