Simple-RF: Regularizing Sparse Input Radiance Fields with Simpler Solutions

29 April 2024

Papers citing "Simple-RF: Regularizing Sparse Input Radiance Fields with Simpler Solutions"

27 / 27 papers shown

Title
Stylizing Sparse-View 3D Scenes with Hierarchical Neural Representation Y. Wang A. Gao Y. Gong Y. Zeng 23 1 0 08 Apr 2024
The More You See in 2D, the More You Perceive in 3D Xinyang Han Zelin Gao Angjoo Kanazawa Shubham Goel Yossi Gandelsman DiffM 66 4 0 04 Apr 2024
Depth-Guided Robust and Fast Point Cloud Fusion NeRF for Sparse Input Views Shuai Guo Qi Wang Yijie Gao Rong Xie Li Song 64 5 0 04 Mar 2024
GeCoNeRF: Few-shot Neural Radiance Fields via Geometric Consistency Minseop Kwak Jiuhn Song Seung Wook Kim 68 45 0 26 Jan 2023
NoPe-NeRF: Optimising Neural Radiance Field with No Pose Prior Wenjing Bian Zirui Wang Kejie Li Jiawang Bian V. Prisacariu 77 241 0 14 Dec 2022
SparseNeuS: Fast Generalizable Neural Surface Reconstruction from Sparse Views Xiaoxiao Long Chu-Hsing Lin Peng Wang Taku Komura Wenping Wang 3DGS 68 185 0 12 Jun 2022
SinNeRF: Training Neural Radiance Fields on Complex Scenes from a Single Image Dejia Xu Yi Ding Peihao Wang Zhiwen Fan Humphrey Shi Zhangyang Wang 78 190 0 02 Apr 2022
Instant Neural Graphics Primitives with a Multiresolution Hash Encoding Thomas Müller Alex Evans Christoph Schied A. Keller 291 3,990 0 16 Jan 2022
InfoNeRF: Ray Entropy Minimization for Few-Shot Neural Volume Rendering Mijeong Kim Seonguk Seo Bohyung Han 100 208 0 31 Dec 2021
Plenoxels: Radiance Fields without Neural Networks Alex Yu Sara Fridovich-Keil Matthew Tancik Qinhong Chen Benjamin Recht Angjoo Kanazawa 239 1,646 0 09 Dec 2021
Deblur-NeRF: Neural Radiance Fields from Blurry Images Li Ma Xiaoyu Li Jing Liao Qi Zhang Xuan Wang Jue Wang Pedro Sander 52 186 0 29 Nov 2021
Direct Voxel Grid Optimization: Super-fast Convergence for Radiance Fields Reconstruction Cheng Sun Min Sun Hwann-Tzong Chen 115 1,070 0 22 Nov 2021
Self-Calibrating Neural Radiance Fields Yoonwoo Jeong Seokjun Ahn Chris Choy Anima Anandkumar Minsu Cho Jaesik Park 69 241 0 31 Aug 2021
Depth-supervised NeRF: Fewer Views and Faster Training for Free Kangle Deng Andrew Liu Jun-Yan Zhu Deva Ramanan 164 886 0 06 Jul 2021
NeuS: Learning Neural Implicit Surfaces by Volume Rendering for Multi-view Reconstruction Peng Wang Lingjie Liu Yuan Liu Christian Theobalt Taku Komura Wenping Wang 80 1,721 0 20 Jun 2021
Putting NeRF on a Diet: Semantically Consistent Few-Shot View Synthesis Ajay Jain Matthew Tancik Pieter Abbeel 87 499 0 01 Apr 2021
KiloNeRF: Speeding up Neural Radiance Fields with Thousands of Tiny MLPs Christian Reiser Songyou Peng Yiyi Liao Andreas Geiger 51 821 0 25 Mar 2021
Mip-NeRF: A Multiscale Representation for Anti-Aliasing Neural Radiance Fields Jonathan T. Barron B. Mildenhall Matthew Tancik Peter Hedman Ricardo Martín Brualla Pratul P. Srinivasan 94 1,961 0 24 Mar 2021
NeRV: Neural Reflectance and Visibility Fields for Relighting and View Synthesis Pratul P. Srinivasan Boyang Deng Xiuming Zhang Matthew Tancik B. Mildenhall Jonathan T. Barron 73 602 0 07 Dec 2020
pixelNeRF: Neural Radiance Fields from One or Few Images Alex Yu Vickie Ye Matthew Tancik Angjoo Kanazawa 171 1,730 0 03 Dec 2020
Learned Initializations for Optimizing Coordinate-Based Neural Representations Matthew Tancik B. Mildenhall Terrance Wang Divi Schmidt Pratul P. Srinivasan Jonathan T. Barron Ren Ng 99 290 0 03 Dec 2020
NeRF++: Analyzing and Improving Neural Radiance Fields Kai Zhang Gernot Riegler Noah Snavely V. Koltun 78 1,038 0 15 Oct 2020
GRF: Learning a General Radiance Field for 3D Representation and Rendering Alex Trevithick Bo Yang 3DV 3DH 63 231 0 09 Oct 2020
Neural Reflectance Fields for Appearance Acquisition Sai Bi Zexiang Xu Pratul P. Srinivasan B. Mildenhall Kalyan Sunkavalli Milovs Havsan Yannick Hold-Geoffroy D. Kriegman R. Ramamoorthi 3DH 74 239 0 09 Aug 2020
3D Photography using Context-aware Layered Depth Inpainting Meng-Li Shih Shih-Yang Su Johannes Kopf Jia-Bin Huang 3DPC 3DV 51 302 0 09 Apr 2020
The Unreasonable Effectiveness of Deep Features as a Perceptual Metric Richard Y. Zhang Phillip Isola Alexei A. Efros Eli Shechtman Oliver Wang EGVM 327 11,734 0 11 Jan 2018
Learning-Based View Synthesis for Light Field Cameras N. Kalantari Tingxian Wang R. Ramamoorthi 3DV 124 683 0 09 Sep 2016