NeLF-Pro: Neural Light Field Probes for Multi-Scale Novel View Synthesis

arXiv:2312.13328v2 Announce Type: replace
Abstract: We present NeLF-Pro, a novel representation to model and reconstruct light fields in diverse natural scenes that vary in extent and spatial granularity. In contrast to previous fast reconstruction methods that represent the 3D scene globally, we model the light field of a scene as a set of local light field feature probes, parameterized with position and multi-channel 2D feature maps. Our central idea is to bake the scene's light field into spatially varying learnable …

arxiv cs.cv light novel scale synthesis type view