FoV-NeRF: Foveated Neural Radiance Fields for Virtual Reality
Nianchen Deng, Zhenyi He, Jiannan Ye et al.
2022 · IEEE Transactions on Visualization and Computer Graphics · 138 citations
Virtual Reality (VR) is becoming ubiquitous with the rise of consumer displays and commercial VR platforms. Such displays require low latency and high quality rendering of synthetic imagery with reduced compute overheads. Recent advances in neural rendering showed promise of unlocking new possibilities in 3D computer graphics via image-based representations of virtual or physical environments. Specifically, the neural radiance fields (NeRF) demonstrated that photo-realistic quality and continuous view changes of 3D scenes can be achieved without loss of view-dependent effects. While NeRF can…
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