Web: http://arxiv.org/abs/2208.02705

Aug. 5, 2022, 1:12 a.m. | Huajian Huang, Yingshu Chen, Tianjian Zhang, Sai-Kit Yeung

cs.CV updates on arXiv.org arxiv.org

Neural radiance field (NeRF) has recently achieved impressive results in
novel view synthesis. However, previous works on NeRF mainly focus on
object-centric scenarios. In this work, we propose 360Roam, a novel scene-level
NeRF system that can synthesize images of large-scale indoor scenes in real
time and support VR roaming. Our system first builds an omnidirectional neural
radiance field 360NeRF from multiple input $360^\circ$ images. Using 360NeRF,
we then progressively estimate a 3D probabilistic occupancy map which
represents the scene geometry …

arxiv cv geometry real-time time

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