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
E $^3$ NeRF: Efficient Event-Enhanced Neural Radiance Fields from Blurry Images Yunshan Qi Jia Li Yifan Zhao Yu Zhang Lin Zhu 19 1 0 03 Aug 2024
HDRSplat: Gaussian Splatting for High Dynamic Range 3D Scene Reconstruction from Raw Images Shreyas Singh Aryan Garg Kaushik Mitra 3DGS 38 7 0 23 Jul 2024
MeshFeat: Multi-Resolution Features for Neural Fields on Meshes Mihir Mahajan Florian Hofherr Daniel Cremers AI4CE 37 0 0 18 Jul 2024
I $^2$ -SLAM: Inverting Imaging Process for Robust Photorealistic Dense SLAM Gwangtak Bae Changwoon Choi Hyeongjun Heo Sang Min Kim Young Min Kim 29 3 0 16 Jul 2024
Melon Fruit Detection and Quality Assessment Using Generative AI-Based Image Data Augmentation Seung-Wook Yoon Yunseong Cho Tae In Ahn 16 0 0 15 Jul 2024
Radiance Fields from Photons Sacha Jungerman Mohit Gupta 22 2 0 12 Jul 2024
GAURA: Generalizable Approach for Unified Restoration and Rendering of Arbitrary Views Vinayak Gupta Rongali Simhachala Venkata Girish Mukund Varma T A. Tewari Kaushik Mitra 35 0 0 11 Jul 2024
Drantal-NeRF: Diffusion-Based Restoration for Anti-aliasing Neural Radiance Field Ganlin Yang Kaidong Zhang Jingjing Fu Dong Liu DiffM 31 0 0 10 Jul 2024
Computer vision tasks for intelligent aerospace missions: An overview Huilin Chen Qiyu Sun Fangfei Li Yang Tang 35 0 0 09 Jul 2024
Sparse-DeRF: Deblurred Neural Radiance Fields from Sparse View Dogyoon Lee Donghyeong Kim Jungho Lee Minhyeok Lee Seunghoon Lee Sangyoun Lee 69 0 0 09 Jul 2024
PanDORA: Casual HDR Radiance Acquisition for Indoor Scenes Mohammad Reza Karimi Dastjerdi Frédéric Fortier-Chouinard Yannick Hold-Geoffroy Marc Hébert Claude Demers Nima Kalantari Jean-François Lalonde 31 0 0 08 Jul 2024
Dynamic Neural Radiance Field From Defocused Monocular Video Xianrui Luo Huiqiang Sun Juewen Peng Zhiguo Cao VGen 37 2 0 08 Jul 2024
CRiM-GS: Continuous Rigid Motion-Aware Gaussian Splatting from Motion Blur Images Junghe Lee Donghyeong Kim Dogyoon Lee Suhwan Cho Sangyoun Lee 3DGS 25 0 0 04 Jul 2024
BeNeRF: Neural Radiance Fields from a Single Blurry Image and Event Stream Wenpu Li Pian Wan Peng Wang Jinghang Li Yi Zhou Peidong Liu 32 6 0 02 Jul 2024
EgoGaussian: Dynamic Scene Understanding from Egocentric Video with 3D Gaussian Splatting Daiwei Zhang Gengyan Li Jiajie Li Mickael Bressieux Otmar Hilliges Marc Pollefeys Luc Van Gool Xi Wang 35 9 0 28 Jun 2024
NerfBaselines: Consistent and Reproducible Evaluation of Novel View Synthesis Methods Jonáš Kulhánek Torsten Sattler 43 8 0 25 Jun 2024
Deblurring Neural Radiance Fields with Event-driven Bundle Adjustment Yunshan Qi Lin Zhu Yifan Zhao Nan Bao Jia Li 32 5 0 20 Jun 2024
Wild-GS: Real-Time Novel View Synthesis from Unconstrained Photo Collections Jiacong Xu Yiqun Mei Vishal M. Patel 3DGS 41 18 0 14 Jun 2024
From Chaos to Clarity: 3DGS in the Dark Zhihao Li Yufei Wang Alex Kot Bihan Wen 3DGS 24 4 0 12 Jun 2024
Cinematic Gaussians: Real-Time HDR Radiance Fields with Depth of Field Chao Wang Krzysztof Wolski B. Kerbl Ana Serrano Mojtaba Bemana Hans-Peter Seidel K. Myszkowski Thomas Leimkuhler 3DGS 33 6 0 11 Jun 2024
Lighting Every Darkness with 3DGS: Fast Training and Real-Time Rendering for HDR View Synthesis Xin Jin Pengyi Jiao Zheng-Peng Duan Xingchao Yang Chun-Le Guo Bo Ren Chongyi Li 3DGS 44 8 0 10 Jun 2024
Improving Physics-Augmented Continuum Neural Radiance Field-Based Geometry-Agnostic System Identification with Lagrangian Particle Optimization Takuhiro Kaneko 35 2 0 06 Jun 2024
Bilateral Guided Radiance Field Processing Yuehao Wang Chaoyi Wang Bingchen Gong Tianfan Xue 30 7 0 01 Jun 2024
Gated Fields: Learning Scene Reconstruction from Gated Videos Andrea Ramazzina Stefanie Walz Pragyan Dahal Mario Bijelic Felix Heide 40 1 0 30 May 2024
DOF-GS: Adjustable Depth-of-Field 3D Gaussian Splatting for Post-Capture Refocusing, Defocus Rendering and Blur Removal Yujie Wang Praneeth Chakravarthula Baoquan Chen 3DGS 30 0 0 27 May 2024
Bracket Diffusion: HDR Image Generation by Consistent LDR Denoising Mojtaba Bemana Thomas Leimkuhler K. Myszkowski Hans-Peter Seidel Tobias Ritschel DiffM 30 3 0 23 May 2024
Dynamic NeRF: A Review Jinwei Lin 41 2 0 14 May 2024
Residual-NeRF: Learning Residual NeRFs for Transparent Object Manipulation Bardienus P. Duisterhof Yuemin Mao Si Heng Teng Jeffrey Ichnowski 40 4 0 10 May 2024
Radar Fields: Frequency-Space Neural Scene Representations for FMCW Radar David Borts Erich Liang Tim Brödermann Andrea Ramazzina Stefanie Walz ... David Brüggemann Christos Sakaridis Luc Van Gool Mario Bijelic Felix Heide 24 5 0 07 May 2024
Simple-RF: Regularizing Sparse Input Radiance Fields with Simpler Solutions Nagabhushan Somraj S. H. Mupparaju Adithyan Karanayil R. Soundararajan 24 2 0 29 Apr 2024
CoARF: Controllable 3D Artistic Style Transfer for Radiance Fields Deheng Zhang Clara Fernandez-Labrador Christopher Schroers 22 9 0 23 Apr 2024
Seeing Motion at Nighttime with an Event Camera Haoyue Liu Shihan Peng Lin Zhu Yi Chang Hanyu Zhou Luxin Yan 42 10 0 18 Apr 2024
RainyScape: Unsupervised Rainy Scene Reconstruction using Decoupled Neural Rendering Xianqiang Lyu Hui Liu Junhui Hou 39 1 0 17 Apr 2024
Connecting NeRFs, Images, and Text Francesco Ballerini Pierluigi Zama Ramirez Roberto Mirabella Samuele Salti Luigi Di Stefano 42 4 0 11 Apr 2024
Flying with Photons: Rendering Novel Views of Propagating Light Anagh Malik Noah Juravsky Ryan Po Gordon Wetzstein Kiriakos N. Kutulakos David B. Lindell 19 4 0 09 Apr 2024
Semantic Flow: Learning Semantic Field of Dynamic Scenes from Monocular Videos Fengrui Tian Yueqi Duan Angtian Wang Jianfei Guo Shaoyi Du 3DPC 34 3 0 08 Apr 2024
Robust Gaussian Splatting François Darmon Lorenzo Porzi Samuel Rota Buló Peter Kontschieder 3DGS 24 15 0 05 Apr 2024
Deep Phase Coded Image Prior Nimrod Shabtay Eli Schwartz Raja Giryes 36 0 0 05 Apr 2024
RaFE: Generative Radiance Fields Restoration Zhongkai Wu Ziyu Wan Jing Zhang Jing Liao Dong Xu 27 1 0 04 Apr 2024
Freditor: High-Fidelity and Transferable NeRF Editing by Frequency Decomposition Yisheng He Weihao Yuan Siyu Zhu Zilong Dong Liefeng Bo Qixing Huang 27 3 0 03 Apr 2024
CityGaussian: Real-time High-quality Large-Scale Scene Rendering with Gaussians Yang Liu He Guan Chuanchen Luo Lue Fan Naiyan Wang Junran Peng Zhaoxiang Zhang 3DGS 42 74 0 01 Apr 2024
SGCNeRF: Few-Shot Neural Rendering via Sparse Geometric Consistency Guidance Yuru Xiao Xianming Liu Deming Zhai Kui Jiang Junjun Jiang Xiangyang Ji 22 1 0 01 Apr 2024
Mitigating Motion Blur in Neural Radiance Fields with Events and Frames Marco Cannici Davide Scaramuzza 35 22 0 28 Mar 2024
Mesh2NeRF: Direct Mesh Supervision for Neural Radiance Field Representation and Generation Yujin Chen Yinyu Nie Benjamin Ummenhofer R. Birkl Michael Paulitsch Matthias Müller Matthias Nießner AI4CE 29 3 0 28 Mar 2024
Lift3D: Zero-Shot Lifting of Any 2D Vision Model to 3D Mukund Varma Peihao Wang Zhiwen Fan Zhangyang Wang Hao Su R. Ramamoorthi VLM 32 8 0 27 Mar 2024
GTA-HDR: A Large-Scale Synthetic Dataset for HDR Image Reconstruction H. Barua Kalin Stefanov KokSheik Wong Abhinav Dhall Ganesh Krishnasamy 3DV 23 2 0 26 Mar 2024
Inverse Rendering of Glossy Objects via the Neural Plenoptic Function and Radiance Fields Haoyuan Wang Wenbo Hu Lei Zhu Rynson W. H. Lau 33 6 0 24 Mar 2024
GaNI: Global and Near Field Illumination Aware Neural Inverse Rendering Jiaye Wu Saeed Hadadan Geng Lin Matthias Zwicker David Jacobs Roni Sengupta 3DV 32 0 0 22 Mar 2024
Pixel-GS: Density Control with Pixel-aware Gradient for 3D Gaussian Splatting Zheng Zhang Wenbo Hu Yixing Lao Tong He Hengshuang Zhao 3DGS 49 41 0 22 Mar 2024
Hyperspectral Neural Radiance Fields Gerry Chen Sunil Kumar Narayanan Thomas Gautier Ottou Benjamin Missaoui Harsh Muriki C´edric Pradalier Yongsheng Chen 25 2 0 21 Mar 2024