2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)· 2022
Mega-NeRF: Scalable Construction of Large-Scale NeRFs for Virtual Fly- Throughs
- 378citations
- 2022year
Short summary
Mega-NeRF scales Neural Radiance Fields (NeRFs) to large-scale scenes (city blocks) by using a sparse network structure and a geometric clustering algorithm for data parallelism, achieving 3x faster training and 12% higher PSNR on large datasets.
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Computer Graphics and Computer-Aided DesignComputer Science