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
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Compensating Spatiotemporally Inconsistent Observations for Online Dynamic 3D Gaussian Splatting Youngsik Yun Jeongmin Bae Hyunseung Son Seoha Kim Hahyun Lee G. Bang Youngjung Uh 3DGS 40 0 0 02 May 2025
Dense Geometry Supervision for Underwater Depth Estimation Wenxiang Gua Lin Qia MDE 28 0 0 25 Apr 2025
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Dual-Camera All-in-Focus Neural Radiance Fields Xianrui Luo Zijin Wu Juewen Peng Huiqiang Sun Zhiguo Cao Guosheng Lin VGen 22 0 0 23 Apr 2025
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Imaging for All-Day Wearable Smart Glasses Michael Goesele Daniel Andersen Yujia Chen Simon Green Eddy Ilg Chao Li Johnson Liu Grace Kuo Logan Wan Richard A. Newcombe 28 0 0 17 Apr 2025
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LL-Gaussian: Low-Light Scene Reconstruction and Enhancement via Gaussian Splatting for Novel View Synthesis Hao Sun Fenggen Yu Huiyao Xu Tao Zhang Changqing Zou 3DGS 42 0 0 14 Apr 2025
Relative Illumination Fields: Learning Medium and Light Independent Underwater Scenes M. She Felix Seegräber D. Nakath Patricia Schöntag Kevin Koser 29 0 0 14 Apr 2025
Luminance-GS: Adapting 3D Gaussian Splatting to Challenging Lighting Conditions with View-Adaptive Curve Adjustment Ziteng Cui Xuangeng Chu Tatsuya Harada 3DGS 57 0 0 02 Apr 2025
3D Gaussian Inverse Rendering with Approximated Global Illumination Zirui Wu Jianteng Chen Laijian Li Shaoteng Wu Z. Zhu Kang Xu Martin R. Oswald Jie Song 3DGS 3DV 86 0 0 02 Apr 2025
DiET-GS: Diffusion Prior and Event Stream-Assisted Motion Deblurring 3D Gaussian Splatting Seungjun Lee Gim Hee Lee 3DGS DiffM 46 0 0 31 Mar 2025
LLGS: Unsupervised Gaussian Splatting for Image Enhancement and Reconstruction in Pure Dark Environment Haoran Wang Jingwei Huang Lu Yang Tianchen Deng Gaojing Zhang Mingrui Li 3DGS 38 0 0 24 Mar 2025
RAW-Adapter: Adapting Pre-trained Visual Model to Camera RAW Images and A Benchmark Ziteng Cui Jianfei Yang Tatsuya Harada VLM 56 0 0 21 Mar 2025
DivCon-NeRF: Generating Augmented Rays with Diversity and Consistency for Few-shot View Synthesis Ingyun Lee J. Jang Seunghyeon Seo Nojun Kwak 61 0 0 17 Mar 2025
$GS-I$^{3}$: Gaussian Splatting for Surface Reconstruction from Illumination-Inconsistent Images$ GS-I $^{3}$ : Gaussian Splatting for Surface Reconstruction from Illumination-Inconsistent Images Tengfei Wang Yongmao Hou Zhaoning Zhang Yiwei Xu Zongqian Zhan Xin Wang 3DGS 42 0 0 16 Mar 2025
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Twinner: Shining Light on Digital Twins in a Few Snaps Jesus Zarzar Tom Monnier Roman Shapovalov Andrea Vedaldi David Novotny 45 0 0 11 Mar 2025
CoMoGaussian: Continuous Motion-Aware Gaussian Splatting from Motion-Blurred Images Jungho Lee Donghyeong Kim Dogyoon Lee Suhwan Cho Minhyeok Lee Wonjoon Lee Taeoh Kim Dongyoon Wee Sangyoun Lee 39 0 0 07 Mar 2025
Morpheus: Text-Driven 3D Gaussian Splat Shape and Color Stylization Jamie Wynn Z. Qureshi Jakub Powierza Jamie Watson Mohamed Sayed 3DGS DiffM 71 0 0 03 Mar 2025
DoF-Gaussian: Controllable Depth-of-Field for 3D Gaussian Splatting Liao Shen T. Liu Huiqiang Sun Jiaqi Li Z. Cao Wei Li Chen Change Loy 3DGS 41 0 0 02 Mar 2025
On Neural BRDFs: A Thorough Comparison of State-of-the-Art Approaches Florian Hofherr Bjoern Haefner Daniel Cremers 57 0 0 24 Feb 2025
ViSNeRF: Efficient Multidimensional Neural Radiance Field Representation for Visualization Synthesis of Dynamic Volumetric Scenes Siyuan Yao Yunfei Lu Chaoli Wang 3DH 42 0 0 23 Feb 2025
Neural Radiance Fields for the Real World: A Survey Wenhui Xiao Remi Chierchia Rodrigo Santa Cruz Xuesong Li David Ahmedt-Aristizabal Olivier Salvado Clinton Fookes Léo Lebrat AI4CE 72 0 0 22 Jan 2025
DARB-Splatting: Generalizing Splatting with Decaying Anisotropic Radial Basis Functions Vishagar Arunan Saeedha Nazar Hashiru Pramuditha Vinasirajan Viruthshaan Sameera Ramasinghe Simon Lucey Ranga Rodrigo 3DGS 48 0 0 21 Jan 2025
NeRFs are Mirror Detectors: Using Structural Similarity for Multi-View Mirror Scene Reconstruction with 3D Surface Primitives Leif Van Holland Michael Weinmann J. Müller P. Stotko Reinhard Klein 32 1 0 07 Jan 2025
NeuroPump: Simultaneous Geometric and Color Rectification for Underwater Images Yue Guo Haoxiang Liao H. Ling Bingyao Huang DiffM 75 0 0 20 Dec 2024
Towards Degradation-Robust Reconstruction in Generalizable NeRF Chan Ho Park Ka Leong Cheng Zhicheng Wang Qifeng Chen 83 0 0 18 Nov 2024
LuSh-NeRF: Lighting up and Sharpening NeRFs for Low-light Scenes Zefan Qu Ke Xu Gerhard Hancke Rynson W. H. Lau 37 1 0 11 Nov 2024
Thermal Chameleon: Task-Adaptive Tone-mapping for Radiometric Thermal-Infrared images Dong-Guw Lee Jeongyun Kim Younggun Cho Ayoung Kim 25 0 0 24 Oct 2024
Neural Active Structure-from-Motion in Dark and Textureless Environment Kazuto Ichimaru D. Thomas Takafumi Iwaguchi Hiroshi Kawasaki 3DV 21 0 0 20 Oct 2024
DaRePlane: Direction-aware Representations for Dynamic Scene Reconstruction Ange Lou Benjamin Planche Zhongpai Gao Yamin Li Tianyu Luan Hao Ding Meng Zheng Terrence Chen Ziyan Wu Jack H. Noble 27 0 0 18 Oct 2024
Magnituder Layers for Implicit Neural Representations in 3D Sang Min Kim Byeongchan Kim Arijit Sehanobish Krzysztof Choromanski Dongseok Shim Avinava Dubey Min Hwan Oh AI4CE 37 0 0 13 Oct 2024
NeRF-Accelerated Ecological Monitoring in Mixed-Evergreen Redwood Forest Adam Korycki Cory Yeaton Gregory S. Gilbert Colleen Josephson Steve McGuire 23 0 0 09 Oct 2024
Flash-Splat: 3D Reflection Removal with Flash Cues and Gaussian Splats Mingyang Xie Haoming Cai Sachin Shah Yiran Xu Brandon Y. Feng Jia-Bin Huang Christopher A. Metzler 3DGS 31 2 0 03 Oct 2024
OPONeRF: One-Point-One NeRF for Robust Neural Rendering Yu Zheng Yueqi Duan Kangfu Zheng Hongru Yan Jiwen Lu Jie Zhou 19 0 0 30 Sep 2024
Neural Light Spheres for Implicit Image Stitching and View Synthesis Ilya Chugunov Amogh Joshi Kiran Murthy Francois Bleibel Felix Heide 18 2 0 26 Sep 2024
AgriNeRF: Neural Radiance Fields for Agriculture in Challenging Lighting Conditions Samarth Chopra Fernando Cladera Varun Murali Vijay Kumar 23 1 0 23 Sep 2024
SpikeGS: Learning 3D Gaussian Fields from Continuous Spike Stream Jinze Yu Xin-Zhong Peng Zhengda Lu L. Kneip Yiqun Wang 3DGS 31 0 0 23 Sep 2024
FusionRF: High-Fidelity Satellite Neural Radiance Fields from Multispectral and Panchromatic Acquisitions Michael Sprintson Rama Chellappa Cheng-Fang Peng 23 0 0 23 Sep 2024
Learning Transferable Features for Implicit Neural Representations Kushal Vyas Ahmed Imtiaz Humayun Aniket Dashpute Richard G. Baraniuk Ashok Veeraraghavan Guha Balakrishnan OOD 65 1 0 15 Sep 2024
Flash Cache: Reducing Bias in Radiance Cache Based Inverse Rendering Benjamin Attal Dor Verbin B. Mildenhall Peter Hedman Jonathan T. Barron Matthew O'Toole Pratul P. Srinivasan 31 2 0 09 Sep 2024
Incorporating dense metric depth into neural 3D representations for view synthesis and relighting A. N. Chaudhury Igor Vasiljevic Sergey Zakharov Vitor Campagnolo Guizilini Rares Ambrus Srinivasa Narasimhan C. Atkeson 3DH 3DV 29 0 0 04 Sep 2024
Deep Neural Implicit Representation of Accessibility for Multi-Axis Manufacturing George Harabin Amir M. Mirzendehdel M. Behandish AI4CE 35 0 0 30 Aug 2024
RAW-Adapter: Adapting Pre-trained Visual Model to Camera RAW Images Ziteng Cui Tatsuya Harada 41 8 0 27 Aug 2024
Transientangelo: Few-Viewpoint Surface Reconstruction Using Single-Photon Lidar Weihan Luo Anagh Malik David B. Lindell 36 0 0 22 Aug 2024
Gaussian in the Dark: Real-Time View Synthesis From Inconsistent Dark Images Using Gaussian Splatting Sheng Ye Zhen-Hui Dong Yubin Hu Yu-Hui Wen Yong-Jin Liu 3DGS 19 7 0 17 Aug 2024
WaterSplatting: Fast Underwater 3D Scene Reconstruction Using Gaussian Splatting Huapeng Li Wenxuan Song Tianao Xu Alexandre Elsig Jonas Kulhanek 3DGS 33 10 0 15 Aug 2024
Compact 3D Gaussian Splatting for Static and Dynamic Radiance Fields J. Lee Daniel Rho Xiangyu Sun Jong Hwan Ko Eunbyung Park 3DGS 43 10 0 07 Aug 2024