Video comparisons on the LLFF dataset with two input views.
Input image 0
Input image 1
TensoRF
Anpei Chen, Zexiang Xu, Andreas Geiger, Jingyi Yu, and Hao Su
TensoRF: Tensorial Radiance Fields
ECCV 2022
RegNeRF
Michael Niemeyer, Jonathan T. Barron, Ben Mildenhall, Mehdi S. M. Sajjadi, Andreas Geiger, and Noha Radwan
RegNeRF: Regularizing Neural Radiance Fields for View Synthesis from Sparse Inputs
CVPR 2022
FreeNeRF
Jiawei Yang, Marco Pavone, and Yue Wang
FreeNeRF: Improving Few-shot Neural Rendering with Free Frequency Regularization
CVPR 2023
SimpleNeRF
Nagabhushan Somraj, Adithyan Karanayil and Rajiv Soundararajan
SimpleNeRF: Regularizing Sparse Input Neural Radiance Fields with Simpler Solutions
SIGGRAPH Asia 2023
VGOS
Jiakai Sun, Zhanjie Zhang, Jiafu Chen, Guangyuan Li, Boyan Ji, Lei Zhao, Wei Xing, and Huaizhong Lin
VGOS: Voxel Grid Optimization for View Synthesis from Sparse Inputs
IJCAI 2023
GeCoNeRF
Min-seop Kwak, Jiuhn Song, Seungryong Kim
GeCoNeRF: Few-shot Neural Radiance Fields via Geometric Consistency
ICML 2023
SparseNeRF
Guangcong Wang, Zhaoxi Chen, Chen Change Loy, and Ziwei Liu
SparseNeRF: Distilling Depth Ranking for Few-shot Novel View Synthesis
ICCV 2023
FSGS
Zehao Zhu*, Zhiwen Fan*, Yifan Jiang, Zhangyang Wang
FSGS: Real-Time Few-Shot View Synthesis using Gaussian Splatting
ECCV 2024