Finding Waldo: Towards Efficient Exploration of NeRF Scene Space

arXiv:2403.04508v1 Announce Type: new
Abstract: Neural Radiance Fields (NeRF) have quickly become the primary approach for 3D reconstruction and novel view synthesis in recent years due to their remarkable performance. Despite the huge interest in NeRF methods, a practical use case of NeRFs has largely been ignored; the exploration of the scene space modelled by a NeRF. In this paper, for the first time in the literature, we propose and formally define the scene exploration framework as the efficient discovery …

3d reconstruction abstract arxiv become case cs.cv cs.gr exploration fields nerf neural radiance fields novel performance practical space synthesis type view