Dof-nerf: Depth-of-field meets neural radiance fields

Z Wu, X Li, J Peng, H Lu, Z Cao, W Zhong - Proceedings of the 30th ACM …, 2022 - dl.acm.org
Neural Radiance Field (NeRF) and its variants have exhibited great success on
representing 3D scenes and synthesizing photo-realistic novel views. However, they are …

Baking neural radiance fields for real-time view synthesis

P Hedman, PP Srinivasan… - Proceedings of the …, 2021 - openaccess.thecvf.com
Neural volumetric representations such as Neural Radiance Fields (NeRF) have emerged
as a compelling technique for learning to represent 3D scenes from images with the goal of …

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" …

Fov-nerf: Foveated neural radiance fields for virtual reality

N Deng, Z He, J Ye, B Duinkharjav… - … on Visualization and …, 2022 - ieeexplore.ieee.org
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 …

MIMO-NeRF: Fast neural rendering with multi-input multi-output neural radiance fields

T Kaneko - Proceedings of the IEEE/CVF International …, 2023 - openaccess.thecvf.com
Neural radiance fields (NeRFs) have shown impressive results for novel view synthesis.
However, they depend on the repetitive use of a single-input single-output multilayer …

Nerfren: Neural radiance fields with reflections

YC Guo, D Kang, L Bao, Y He… - Proceedings of the …, 2022 - openaccess.thecvf.com
Abstract Neural Radiance Fields (NeRF) has achieved unprecedented view synthesis
quality using coordinate-based neural scene representations. However, NeRF's view …

Simplenerf: Regularizing sparse input neural radiance fields with simpler solutions

N Somraj, A Karanayil, R Soundararajan - SIGGRAPH Asia 2023 …, 2023 - dl.acm.org
Neural Radiance Fields (NeRF) show impressive performance for the photo-realistic free-
view rendering of scenes. However, NeRFs require dense sampling of images in the given …

Plenoctrees for real-time rendering of neural radiance fields

A Yu, R Li, M Tancik, H Li, R Ng… - Proceedings of the …, 2021 - openaccess.thecvf.com
We introduce a method to render Neural Radiance Fields (NeRFs) in real time using
PlenOctrees, an octree-based 3D representation which supports view-dependent effects …

Tetra-nerf: Representing neural radiance fields using tetrahedra

J Kulhanek, T Sattler - Proceedings of the IEEE/CVF …, 2023 - openaccess.thecvf.com
Abstract Neural Radiance Fields (NeRFs) are a very recent and very popular approach for
the problems of novel view synthesis and 3D reconstruction. A popular scene representation …

Clean-NeRF: Reformulating NeRF to account for View-Dependent Observations

X Liu, YW Tai, CK Tang - arXiv preprint arXiv:2303.14707, 2023 - arxiv.org
While Neural Radiance Fields (NeRFs) had achieved unprecedented novel view synthesis
results, they have been struggling in dealing with large-scale cluttered scenes with sparse …