Mip-nerf 360: Unbounded anti-aliased neural radiance fields

JT Barron, B Mildenhall, D Verbin… - Proceedings of the …, 2022 - openaccess.thecvf.com
Though neural radiance fields (" NeRF") have demonstrated impressive view synthesis
results on objects and small bounded regions of space, they struggle on" unbounded" …

Neural fields in visual computing and beyond

Y Xie, T Takikawa, S Saito, O Litany… - Computer Graphics …, 2022 - Wiley Online Library
Recent advances in machine learning have led to increased interest in solving visual
computing problems using methods that employ coordinate‐based neural networks. These …

Casual indoor HDR radiance capture from omnidirectional images

P Gera, MRK Dastjerdi, C Renaud… - arXiv preprint arXiv …, 2022 - arxiv.org
We present PanoHDR-NeRF, a neural representation of the full HDR radiance field of an
indoor scene, and a pipeline to capture it casually, without elaborate setups or complex …

神经辐射场应用于大规模实景三维场景可视化研究进展

赵强, 佘江峰, 万奇峰, 贺丽霞, 李思睿, 吴双品 - 遥感学报, 2024 - ygxb.ac.cn
地理实景三维场景是重要的国家数字基础设施, 其将地理信息从传统二维平面扩展到信息更丰富
更全面的三维空间, 数据以显式三维模型的形式存储表达. 然而, 经典的显式三维模型具有数据量 …