3DFIRES: Few Image 3D REconstruction for Scenes with Hidden Surface

arXiv:2403.08768v1 Announce Type: new
Abstract: This paper introduces 3DFIRES, a novel system for scene-level 3D reconstruction from posed images. Designed to work with as few as one view, 3DFIRES reconstructs the complete geometry of unseen scenes, including hidden surfaces. With multiple view inputs, our method produces full reconstruction within all camera frustums. A key feature of our approach is the fusion of multi-view information at the feature level, enabling the production of coherent and comprehensive 3D reconstruction. We train our …

3d reconstruction abstract arxiv cs.cv geometry hidden image images inputs multiple novel paper surface type view work