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
CombiNeRF: A Combination of Regularization Techniques for Few-Shot Neural Radiance Field View Synthesis Matteo Bonotto Luigi Sarrocco D. Evangelista Marco Imperoli Alberto Pretto AI4CE 37 3 0 21 Mar 2024
Leveraging Thermal Modality to Enhance Reconstruction in Low-Light Conditions Jiacong Xu Mingqian Liao K. R. Prabhakar Vishal M. Patel 30 6 0 21 Mar 2024
Learning Novel View Synthesis from Heterogeneous Low-light Captures Quan Zheng Hao Sun Huiyao Xu Fanjiang Xu 28 1 0 20 Mar 2024
BAD-Gaussians: Bundle Adjusted Deblur Gaussian Splatting Lingzhe Zhao Peng Wang Peidong Liu 3DGS 30 37 0 18 Mar 2024
SpikeNeRF: Learning Neural Radiance Fields from Continuous Spike Stream Lin Zhu Kangmin Jia Yifan Zhao Yunshan Qi Lizhi Wang Hua Huang 32 6 0 17 Mar 2024
DarkGS: Learning Neural Illumination and 3D Gaussians Relighting for Robotic Exploration in the Dark Tianyi Zhang Kaining Huang Weiming Zhi Matthew Johnson-Roberson 3DGS 3DV 19 19 0 16 Mar 2024
Thermal-NeRF: Neural Radiance Fields from an Infrared Camera Tianxiang Ye Qi Wu Junyuan Deng Guoqing Liu Liu Liu Songpengcheng Xia Liang Pang Wenxian Yu Ling Pei 32 9 0 15 Mar 2024
FSViewFusion: Few-Shots View Generation of Novel Objects Rukhshanda Hussain Hui Xian Grace Lim Borchun Chen Mubarak Shah Ser Nam Lim DiffM 28 0 0 11 Mar 2024
BAGS: Blur Agnostic Gaussian Splatting through Multi-Scale Kernel Modeling Cheng-Fang Peng Yutao Tang Yifan Zhou Nengyu Wang Xijun Liu Deming Li Rama Chellappa 29 24 0 07 Mar 2024
DaReNeRF: Direction-aware Representation for Dynamic Scenes Ange Lou Benjamin Planche Zhongpai Gao Yamin Li Tianyu Luan Hao Ding Terrence Chen Jack H. Noble Ziyan Wu 31 10 0 04 Mar 2024
3DGStream: On-the-Fly Training of 3D Gaussians for Efficient Streaming of Photo-Realistic Free-Viewpoint Videos Jiakai Sun Han Jiao Guangyuan Li Zhanjie Zhang Lei Zhao Wei Xing 3DGS 27 63 0 03 Mar 2024
NeRF-VPT: Learning Novel View Representations with Neural Radiance Fields via View Prompt Tuning Linsheng Chen Guangrun Wang Liuchun Yuan Keze Wang Ken Deng Philip H. S. Torr 36 1 0 02 Mar 2024
Semantically-aware Neural Radiance Fields for Visual Scene Understanding: A Comprehensive Review Thang-Anh-Quan Nguyen Amine Bourki Mátyás Macudzinski Anthony Brunel M. Bennamoun 25 10 0 17 Feb 2024
3D Gaussian as a New Era: A Survey Ben Fei Jingyi Xu Rui Zhang Qingyuan Zhou Weidong Yang Ying He 3DGS 40 62 0 11 Feb 2024
HistoHDR-Net: Histogram Equalization for Single LDR to HDR Image Translation H. Barua Ganesh Krishnasamy KokSheik Wong Abhinav Dhall Kalin Stefanov 27 3 0 08 Feb 2024
NeRF as a Non-Distant Environment Emitter in Physics-based Inverse Rendering Jingwang Ling Ruihan Yu Feng Xu Chun Du Shuang Zhao 28 4 0 07 Feb 2024
ConRF: Zero-shot Stylization of 3D Scenes with Conditioned Radiation Fields Xingyu Miao Yang Bai Haoran Duan Fan Wan Yawen Huang Yang Long Yefeng Zheng VGen 25 4 0 02 Feb 2024
Deep 3D World Models for Multi-Image Super-Resolution Beyond Optical Flow L. S. Aira D. Valsesia Andrea Bordone Molini Giulia Fracastoro E. Magli Andrea Mirabile SupR 23 0 0 30 Jan 2024
RGBD Objects in the Wild: Scaling Real-World 3D Object Learning from RGB-D Videos Hongchi Xia Yang Fu Sifei Liu Xiaolong Wang 20 15 0 23 Jan 2024
IRIS: Inverse Rendering of Indoor Scenes from Low Dynamic Range Images Zhi-Hao Lin Jia-Bin Huang Zhengqin Li Zhao Dong Christian Richardt Tuotuo Li Michael Zollhöfer Johannes Kopf Shenlong Wang Changil Kim 3DV 57 2 0 23 Jan 2024
Fast High Dynamic Range Radiance Fields for Dynamic Scenes Guanjun Wu Taoran Yi Jiemin Fang Wenyu Liu Xinggang Wang 20 7 0 11 Jan 2024
CTNeRF: Cross-Time Transformer for Dynamic Neural Radiance Field from Monocular Video Xingyu Miao Yang Bai Haoran Duan Yawen Huang Fan Wan Yang Long Yefeng Zheng ViT 32 6 0 10 Jan 2024
3D Visibility-aware Generalizable Neural Radiance Fields for Interacting Hands Xuan Huang Hanhui Li Zejun Yang Zhisheng Wang Xiaodan Liang 20 1 0 02 Jan 2024
Pano-NeRF: Synthesizing High Dynamic Range Novel Views with Geometry from Sparse Low Dynamic Range Panoramic Images Zhan Lu Qian Zheng Boxin Shi Xudong Jiang 19 4 0 26 Dec 2023
Neural Spline Fields for Burst Image Fusion and Layer Separation Ilya Chugunov David Shustin Ruyu Yan Chenyang Lei Felix Heide 14 11 0 21 Dec 2023
Ternary-type Opacity and Hybrid Odometry for RGB-only NeRF-SLAM Junru Lin Asen Nachkov Songyou Peng Luc Van Gool D. Paudel 25 0 0 20 Dec 2023
Reducing Shape-Radiance Ambiguity in Radiance Fields with a Closed-Form Color Estimation Method Qihang Fang Yafei Song Keqiang Li Liefeng Bo 20 4 0 20 Dec 2023
OccNeRF: Advancing 3D Occupancy Prediction in LiDAR-Free Environments Chubin Zhang Juncheng Yan Yi Wei Jiaxin Li Li Liu Yansong Tang Yueqi Duan Jiwen Lu 3DV 3DPC 25 9 0 14 Dec 2023
Aleth-NeRF: Illumination Adaptive NeRF with Concealing Field Assumption Ziteng Cui Lin Gu Xiao Sun Xianzheng Ma Yu Qiao Tatsuya Harada 23 23 0 14 Dec 2023
WaterHE-NeRF: Water-ray Tracing Neural Radiance Fields for Underwater Scene Reconstruction Jingchun Zhou Tianyu Liang Dehuan Zhang Zongxin He DiffM 13 4 0 12 Dec 2023
IL-NeRF: Incremental Learning for Neural Radiance Fields with Camera Pose Alignment Letian Zhang Ming Li C. L. P. Chen Jie Xu CLL 21 3 0 10 Dec 2023
CoGS: Controllable Gaussian Splatting Heng Yu Joel Julin Z. '. Milacski Koichiro Niinuma László A. Jeni 3DGS 19 20 0 09 Dec 2023
Training Neural Networks on RAW and HDR Images for Restoration Tasks Lei Luo Alexandre Chapiro Xiaoyu Xiang Yuchen Fan Rakesh Ranjan Rafal Mantiuk Rafał K. Mantiuk 16 0 0 06 Dec 2023
Unsupervised Adaptive Implicit Neural Representation Learning for Scan-Specific MRI Reconstruction Junwei Yang Pietro Lio' 16 1 0 01 Dec 2023
Dual-Domain Multi-Contrast MRI Reconstruction with Synthesis-based Fusion Network Junwei Yang Pietro Lio' MedIm 16 1 0 01 Dec 2023
DNS SLAM: Dense Neural Semantic-Informed SLAM Kunyi Li Michael Niemeyer Nassir Navab F. Tombari 13 15 0 30 Nov 2023
Anisotropic Neural Representation Learning for High-Quality Neural Rendering Yifan Wang Jun Xu Y. Zeng Yuan Gong 21 1 0 30 Nov 2023
Mip-Splatting: Alias-free 3D Gaussian Splatting Zehao Yu Anpei Chen Binbin Huang Torsten Sattler Andreas Geiger 3DGS 34 319 0 27 Nov 2023
Compact 3D Gaussian Representation for Radiance Field J. Lee Daniel Rho Xiangyu Sun Jong Hwan Ko Eunbyung Park 3DGS 32 170 0 22 Nov 2023
SNI-SLAM: Semantic Neural Implicit SLAM Siting Zhu Guangming Wang Hermann Blum Jiuming Liu Liang Song Marc Pollefeys Hesheng Wang 19 44 0 18 Nov 2023
Removing Adverse Volumetric Effects From Trained Neural Radiance Fields A. L. Teigen Mauhing Yip Victor P. Hamran Vegard Skui Annette Stahl Rudolf Mester 19 0 0 17 Nov 2023
CP-SLAM: Collaborative Neural Point-based SLAM System Jiarui Hu Mao Mao Hujun Bao Guofeng Zhang Zhaopeng Cui 16 25 0 14 Nov 2023
VoxNeRF: Bridging Voxel Representation and Neural Radiance Fields for Enhanced Indoor View Synthesis Sen Wang Wei Zhang Stefano Gasperini Shun-cheng Wu Nassir Navab 8 1 0 09 Nov 2023
VR-NeRF: High-Fidelity Virtualized Walkable Spaces Linning Xu Vasu Agrawal William Laney Tony Garcia Aayush Bansal ... Peter Kontschieder Aljaz Bozic Dahua Lin Michael Zollhöfer Christian Richardt 3DH 13 52 0 05 Nov 2023
PDF: Point Diffusion Implicit Function for Large-scale Scene Neural Representation Yuhan Ding Fukun Yin Jiayuan Fan Hui Li Xin Chen Wen Liu Chongshan Lu Gang Yu Tao Chen 20 5 0 03 Nov 2023
NeRF Revisited: Fixing Quadrature Instability in Volume Rendering Mikaela Angelina Uy Kiyohiro Nakayama Guandao Yang Rahul Krishna Thomas Leonidas J. Guibas Ke Li 10 10 0 31 Oct 2023
Masked Space-Time Hash Encoding for Efficient Dynamic Scene Reconstruction Feng Wang Zilong Chen Guokang Wang Yafei Song Huaping Liu 3DGS 37 25 0 26 Oct 2023
Perceptual Assessment and Optimization of HDR Image Rendering Peibei Cao Rafał K. Mantiuk Kede Ma 20 4 0 19 Oct 2023
SIRe-IR: Inverse Rendering for BRDF Reconstruction with Shadow and Illumination Removal in High-Illuminance Scenes Ziyi Yang Yanzhen Chen Xinyu Gao Yazhen Yuan Yu Wu Xiaowei Zhou Xiaogang Jin 17 11 0 19 Oct 2023
TraM-NeRF: Tracing Mirror and Near-Perfect Specular Reflections through Neural Radiance Fields Leif Van Holland Ruben Bliersbach Jan U. Müller P. Stotko Reinhard Klein 30 5 0 16 Oct 2023