NeRF in the Dark: High Dynamic Range View Synthesis from Noisy Raw Images

26 November 2021

B. Mildenhall

Peter Hedman

Ricardo Martín Brualla

Pratul P. Srinivasan

Jonathan T. Barron

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Papers citing "NeRF in the Dark: High Dynamic Range View Synthesis from Noisy Raw Images"

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Title
Beyond NeRF Underwater: Learning Neural Reflectance Fields for True Color Correction of Marine Imagery Tianyi Zhang Matthew Johnson-Roberson 27 23 0 06 Apr 2023
Efficient View Synthesis and 3D-based Multi-Frame Denoising with Multiplane Feature Representations T. Tanay A. Leonardis Matteo Maggioni 18 4 0 31 Mar 2023
NeRF-Supervised Deep Stereo Fabio Tosi A. Tonioni Daniele De Gregorio Matteo Poggi MDE 19 41 0 30 Mar 2023
Generalizable Neural Voxels for Fast Human Radiance Fields Taoran Yi Jiemin Fang Xinggang Wang Wenyu Liu 3DH 18 5 0 27 Mar 2023
DyLiN: Making Light Field Networks Dynamic Heng Yu Joel Julin Z. '. Milacski Koichiro Niinuma László A. Jeni 3DH AI4CE 43 22 0 24 Mar 2023
Enhancing Multiple Reliability Measures via Nuisance-extended Information Bottleneck Jongheon Jeong Sihyun Yu Hankook Lee Jinwoo Shin AAML 31 0 0 24 Mar 2023
NeuFace: Realistic 3D Neural Face Rendering from Multi-view Images Mingwu Zheng Haiyu Zhang Hongyu Yang Dihe Huang 3DH CVBM 37 9 0 24 Mar 2023
Progressively Optimized Local Radiance Fields for Robust View Synthesis Andreas Meuleman Y. Liu Chen Gao Jia-Bin Huang Changil Kim Min H. Kim Johannes Kopf 30 97 0 24 Mar 2023
Learning a Practical SDR-to-HDRTV Up-conversion using New Dataset and Degradation Models Cheng Guo Leidong Fan Ziyu Xue Xiuhua Jiang 13 13 0 23 Mar 2023
Instruct-NeRF2NeRF: Editing 3D Scenes with Instructions Ayaan Haque Matthew Tancik Alexei A. Efros Aleksander Holynski Angjoo Kanazawa VGen DiffM 25 360 0 22 Mar 2023
Pre-NeRF 360: Enriching Unbounded Appearances for Neural Radiance Fields Ahmad AlMughrabi Umair Haroon Ricardo Marques P. Radeva 17 5 0 21 Mar 2023
DehazeNeRF: Multiple Image Haze Removal and 3D Shape Reconstruction using Neural Radiance Fields Wei-Ting Chen Wang Yifan Sy-Yen Kuo Gordon Wetzstein 16 12 0 20 Mar 2023
Reliable Image Dehazing by NeRF Zheyan Jin Shiqi Chen H. Feng Zhi-hai Xu Qi Li Yue-ting Chen 11 2 0 16 Mar 2023
RefiNeRF: Modelling dynamic neural radiance fields with inconsistent or missing camera parameters Shuja Khalid Frank Rudzicz 30 2 0 15 Mar 2023
MELON: NeRF with Unposed Images in SO(3) A. Levy Mark J. Matthews Matan Sela Gordon Wetzstein Dmitry Lagun 33 1 0 14 Mar 2023
FreeNeRF: Improving Few-shot Neural Rendering with Free Frequency Regularization Jiawei Yang Marco Pavone Yue Wang 113 265 0 13 Mar 2023
NeRFLiX: High-Quality Neural View Synthesis by Learning a Degradation-Driven Inter-viewpoint MiXer Kun Zhou Wenbo Li Yi Wang T. Hu Nianjuan Jiang Xiaoguang Han Jiasen Lu 27 24 0 13 Mar 2023
Learning Object-Centric Neural Scattering Functions for Free-Viewpoint Relighting and Scene Composition Hong-Xing Yu Michelle Guo Alireza Fathi Yen-Yu Chang E. R. Chan Ruohan Gao Thomas Funkhouser Jiajun Wu 28 20 0 10 Mar 2023
Aleth-NeRF: Low-light Condition View Synthesis with Concealing Fields Ziteng Cui Lin Gu Xiao Sun Xianzheng Ma Yu Qiao Tatsuya Harada 29 13 0 10 Mar 2023
Semantic-aware Occlusion Filtering Neural Radiance Fields in the Wild Jae-Won Lee In-Ho Kim Hwan Heo Hyunwoo J. Kim 38 6 0 05 Mar 2023
Nerfstudio: A Modular Framework for Neural Radiance Field Development Matthew Tancik Ethan Weber Evonne Ng Ruilong Li Brent Yi ... Jake Austin Kamyar Salahi Abhik Ahuja David McAllister Angjoo Kanazawa 34 606 0 08 Feb 2023
SceneDreamer: Unbounded 3D Scene Generation from 2D Image Collections Zhaoxi Chen Guangcong Wang Ziwei Liu 23 55 0 02 Feb 2023
RobustNeRF: Ignoring Distractors with Robust Losses S. Sabour Suhani Vora Daniel Duckworth Ivan Krasin David J. Fleet Andrea Tagliasacchi 20 71 0 02 Feb 2023
HexPlane: A Fast Representation for Dynamic Scenes Ang Cao Justin Johnson 24 427 0 23 Jan 2023
RecolorNeRF: Layer Decomposed Radiance Fields for Efficient Color Editing of 3D Scenes Bingchen Gong Yuehao Wang Xiaoguang Han Qingxu Dou 16 27 0 19 Jan 2023
OmniObject3D: Large-Vocabulary 3D Object Dataset for Realistic Perception, Reconstruction and Generation Tong Wu Jiarui Zhang Xiao Fu Yuxin Wang Jiawei Ren ... Lei Yang Jiaqi Wang Chao Qian Dahua Lin Ziwei Liu 36 212 0 18 Jan 2023
Predictive World Models from Real-World Partial Observations Robin Karlsson Alexander Carballo Keisuke Fujii Kento Ohtani K. Takeda 17 5 0 12 Jan 2023
Benchmarking Robustness in Neural Radiance Fields Chen Wang Angtian Wang Junbo Li Alan Yuille Cihang Xie 32 11 0 10 Jan 2023
Detachable Novel Views Synthesis of Dynamic Scenes Using Distribution-Driven Neural Radiance Fields Boyu Zhang Wenbo Xu Zheng Zhu Guan Huang 25 2 0 01 Jan 2023
MonoNeRF: Learning a Generalizable Dynamic Radiance Field from Monocular Videos Fengrui Tian S. Du Yueqi Duan VGen 24 41 0 26 Dec 2022
Shakes on a Plane: Unsupervised Depth Estimation from Unstabilized Photography Ilya Chugunov Yuxuan Zhang Felix Heide MDE 25 9 0 22 Dec 2022
StyleTRF: Stylizing Tensorial Radiance Fields Rahul Goel Dhawal Sirikonda Saurabh Saini P. J. Narayanan 16 2 0 19 Dec 2022
Neural Implicit k-Space for Binning-free Non-Cartesian Cardiac MR Imaging Wenqi Huang Hongwei Bran Li Jia-Yu Pan G. Cruz Daniel Rueckert Kerstin Hammernik 15 29 0 16 Dec 2022
Neural Volume Super-Resolution Yuval Bahat Yuxuan Zhang Hendrik Sommerhoff A. Kolb Felix Heide SupR 16 6 0 09 Dec 2022
Canonical Fields: Self-Supervised Learning of Pose-Canonicalized Neural Fields Rohith Agaram Shaurya Dewan Rahul Sajnani A. Poulenard Madhava Krishna Srinath Sridhar 28 6 0 05 Dec 2022
DINER: Depth-aware Image-based NEural Radiance fields Malte Prinzler Otmar Hilliges Justus Thies 3DH 13 19 0 29 Nov 2022
Neural Font Rendering Daniel Anderson Ariel Shamir Ohad Fried GAN AI4CE 13 1 0 27 Nov 2022
PIP: Positional-encoding Image Prior Nimrod Shabtay Eli Schwartz Raja Giryes 14 5 0 25 Nov 2022
BAD-NeRF: Bundle Adjusted Deblur Neural Radiance Fields Peng Wang Lingzhe Zhao Rui Ma Peidong Liu 13 72 0 23 Nov 2022
Instant Volumetric Head Avatars Wojciech Zielonka Timo Bolkart Justus Thies 3DH 19 111 0 22 Nov 2022
GlowGAN: Unsupervised Learning of HDR Images from LDR Images in the Wild Chao Wang Ana Serrano Xingang Pan Bin Chen Hans-Peter Seidel Christian Theobalt K. Myszkowski Thomas Leimkuehler GAN 21 15 0 22 Nov 2022
Exact-NeRF: An Exploration of a Precise Volumetric Parameterization for Neural Radiance Fields Brian K. S. Isaac-Medina Chris G. Willcocks T. Breckon 6 16 0 22 Nov 2022
DiffDreamer: Towards Consistent Unsupervised Single-view Scene Extrapolation with Conditional Diffusion Models Shengqu Cai E. R. Chan Songyou Peng Mohamad Shahbazi Anton Obukhov Luc Van Gool Gordon Wetzstein DiffM 18 33 0 22 Nov 2022
DP-NeRF: Deblurred Neural Radiance Field with Physical Scene Priors Dogyoon Lee Minhyeok Lee Chajin Shin Sangyoun Lee 24 66 0 22 Nov 2022
ESLAM: Efficient Dense SLAM System Based on Hybrid Representation of Signed Distance Fields Mohammad Mahdi Johari Camilla Carta Franccois Fleuret 21 147 0 21 Nov 2022
Learning-based Inverse Rendering of Complex Indoor Scenes with Differentiable Monte Carlo Raytracing Jingsen Zhu Fujun Luan Yuchi Huo Zihao Lin Zhihua Zhong Dianbing Xi Jiaxiang Zheng Rui Tang Hujun Bao Rui Wang 3DV 18 47 0 06 Nov 2022
Mixed Reality Interface for Digital Twin of Plant Factory Byunghyun Ban AI4CE 23 2 0 29 Oct 2022
NeRFPlayer: A Streamable Dynamic Scene Representation with Decomposed Neural Radiance Fields Liangchen Song Anpei Chen Zhong Li Z. Chen Lele Chen Junsong Yuan Yi Tian Xu Andreas Geiger 125 126 0 28 Oct 2022
Parallel Inversion of Neural Radiance Fields for Robust Pose Estimation Yunzhi Lin Thomas Müller Jonathan Tremblay Bowen Wen Stephen Tyree Alex Evans Patricio A. Vela Stan Birchfield 6 52 0 18 Oct 2022
Signal Processing for Implicit Neural Representations Dejia Xu Peihao Wang Yifan Jiang Zhiwen Fan Zhangyang Wang 16 37 0 17 Oct 2022