RegNeRF: Regularizing Neural Radiance Fields for View Synthesis from Sparse Inputs

1 December 2021

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Papers citing "RegNeRF: Regularizing Neural Radiance Fields for View Synthesis from Sparse Inputs"

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Title
GeoTransfer : Generalizable Few-Shot Multi-View Reconstruction via Transfer Learning Shubhendu Jena Franck Multon A. Boukhayma 152 5 0 27 Aug 2024
TranSplat: Generalizable 3D Gaussian Splatting from Sparse Multi-View Images with TransformersAAAI Conference on Artificial Intelligence (AAAI), 2024 Chuanrui Zhang Yingshuang Zou Zhuoling Li Minmin Yi Haoqian Wang 3DGS 205 45 0 25 Aug 2024
Transientangelo: Few-Viewpoint Surface Reconstruction Using Single-Photon LidarIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2024 Weihan Luo Anagh Malik David B. Lindell 261 6 0 22 Aug 2024
TrackNeRF: Bundle Adjusting NeRF from Sparse and Noisy Views via Feature TracksEuropean Conference on Computer Vision (ECCV), 2024 Jinjie Mai Wenxuan Zhu Sara Rojas Jesus Zarzar Abdullah Hamdi Guocheng Qian Bing Li Silvio Giancola Bernard Ghanem 3DGS 322 13 0 20 Aug 2024
SpaRP: Fast 3D Object Reconstruction and Pose Estimation from Sparse ViewsEuropean Conference on Computer Vision (ECCV), 2024 Chao Xu Ang Li Linghao Chen Yulin Liu Ruoxi Shi Hao Su Minghua Liu 3DGS 195 38 0 19 Aug 2024
SSNeRF: Sparse View Semi-supervised Neural Radiance Fields with Augmentation Xiao Cao Beibei Lin Bo Wang Zhiyong Huang Robby T. Tan 126 5 0 17 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 197 17 0 17 Aug 2024
ADen: Adaptive Density Representations for Sparse-view Camera Pose EstimationEuropean Conference on Computer Vision (ECCV), 2024 Hao Tang Weiyao Wang Pierre Gleize Matt Feiszli 3DH 169 1 0 16 Aug 2024
NeRF-US: Removing Ultrasound Imaging Artifacts from Neural Radiance Fields in the WildMachine Learning in Health Care (MLHC), 2024 Rishit Dagli Atsuhiro Hibi R. Krishnan Pascal N Tyrrell 317 10 0 13 Aug 2024
Compact 3D Gaussian Splatting for Static and Dynamic Radiance Fields J. Lee Daniel Rho Xiangyu Sun Jong Hwan Ko Eunbyung Park 3DGS 231 18 0 07 Aug 2024
$E$^{3}$NeRF: Efficient Event-Enhanced Neural Radiance Fields from Blurry Images$ E $^{3}$ NeRF: Efficient Event-Enhanced Neural Radiance Fields from Blurry Images Yunshan Qi Jia Li Yifan Zhao Yu Zhang Lin Zhu 250 6 0 03 Aug 2024
LoopSparseGS: Loop Based Sparse-View Friendly Gaussian SplattingIEEE Transactions on Image Processing (TIP), 2024 Zhe Huang Guibiao Liao Yongcai Wang Kanglin Liu Deying Li Lei Wang 3DGS 213 14 0 01 Aug 2024
Revisit Self-supervised Depth Estimation with Local Structure-from-Motion Shengjie Zhu Xiaoming Liu MDE 300 1 0 27 Jul 2024
SV4D: Dynamic 3D Content Generation with Multi-Frame and Multi-View Consistency Yiming Xie Chun-Han Yao Vikram S. Voleti Huaizu Jiang Varun Jampani VGen 344 94 0 24 Jul 2024
BoostMVSNeRFs: Boosting MVS-based NeRFs to Generalizable View Synthesis in Large-scale Scenes Chih-Hai Su Chih-Yao Hu Shr-Ruei Tsai Jie-Ying Lee Chin-Yang Lin Yu-Lun Liu 292 8 0 22 Jul 2024
SparseCraft: Few-Shot Neural Reconstruction through Stereopsis Guided Geometric Linearization Mae Younes Amine Ouasfi A. Boukhayma 3DV 228 18 0 19 Jul 2024
Efficient Depth-Guided Urban View Synthesis Sheng Miao Jiaxin Huang Dongfeng Bai Weichao Qiu Bingbing Liu Andreas Geiger Yiyi Liao 301 3 0 17 Jul 2024
Controlling Space and Time with Diffusion Models Daniel Watson Saurabh Saxena Lala Li Andrea Tagliasacchi David J. Fleet VGen 389 51 0 10 Jul 2024
Sparse-DeRF: Deblurred Neural Radiance Fields from Sparse View Dogyoon Lee Donghyeong Kim Jungho Lee Minhyeok Lee Seunghoon Lee Sangyoun Lee 309 4 0 09 Jul 2024
GeoNLF: Geometry guided Pose-Free Neural LiDAR Fields Weiyi Xue Zehan Zheng Fan Lu Haiyun Wei Guang-Sheng Chen Changjun Jiang AI4CE 160 5 0 08 Jul 2024
LaRa: Efficient Large-Baseline Radiance Fields Anpei Chen Haofei Xu Stefano Esposito Siyu Tang Andreas Geiger AI4CE 345 49 0 05 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 253 0 0 04 Jul 2024
VEGS: View Extrapolation of Urban Scenes in 3D Gaussian Splatting using Learned Priors Sungwon Hwang Min-Jung Kim Taewoong Kang Jayeon Kang Jaegul Choo 3DGS 286 26 0 03 Jul 2024
MomentsNeRF: Leveraging Orthogonal Moments for Few-Shot Neural Rendering Ahmad AlMughrabi Ricardo Marques Petia Radeva 192 0 0 02 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 260 16 0 02 Jul 2024
MultiDiff: Consistent Novel View Synthesis from a Single Image Norman Muller Katja Schwarz Barbara Roessle Lorenzo Porzi Samuel Rota Buló Matthias Nießner Peter Kontschieder DiffM 268 50 0 26 Jun 2024
Sampling 3D Gaussian Scenes in Seconds with Latent Diffusion Models Paul Henderson Melonie de Almeida D. Ivanova Titas Anciukevicius 3DGS 317 7 0 18 Jun 2024
Uncertainty modeling for fine-tuned implicit functions A. Susmelj Mael Macuglia Nataša Tagasovska Reto Sutter Sebastiano Caprara Jean-Philippe Thiran E. Konukoglu 310 2 0 17 Jun 2024
LRM-Zero: Training Large Reconstruction Models with Synthesized Data Desai Xie Sai Bi Zhixin Shu Kai Zhang Zexiang Xu Yi Zhou Soren Pirk Arie E. Kaufman Xin Sun Hao Tan SyDa 275 23 0 13 Jun 2024
GaussianForest: Hierarchical-Hybrid 3D Gaussian Splatting for Compressed Scene Modeling Fengyi Zhang Yadan Luo Tianjun Zhang Lin Zhang Zi Huang 146 5 0 13 Jun 2024
NeRSP: Neural 3D Reconstruction for Reflective Objects with Sparse Polarized Images Yufei Han Heng Guo Koki Fukai Hiroaki Santo Boxin Shi Fumio Okura Zhanyu Ma Yunpeng Jia 192 14 0 11 Jun 2024
Neural Visibility Field for Uncertainty-Driven Active Mapping Shangjie Xue Jesse Dill Pranay Mathur F. Dellaert Panagiotis Tsiotras Danfei Xu 260 14 0 11 Jun 2024
ExtraNeRF: Visibility-Aware View Extrapolation of Neural Radiance Fields with Diffusion ModelsComputer Vision and Pattern Recognition (CVPR), 2024 Meng-Li Shih Wei-Chiu Ma Aleksander Holyñski Forrester Cole Brian L. Curless Janne Kontkanen 155 6 0 10 Jun 2024
Multiplane Prior Guided Few-Shot Aerial Scene RenderingComputer Vision and Pattern Recognition (CVPR), 2024 Zihan Gao Licheng Jiao Lingling Li Xu Liu Fan Liu Puhua Chen Yuwei Guo 228 4 0 07 Jun 2024
Improving Physics-Augmented Continuum Neural Radiance Field-Based Geometry-Agnostic System Identification with Lagrangian Particle OptimizationComputer Vision and Pattern Recognition (CVPR), 2024 Takuhiro Kaneko 228 9 0 06 Jun 2024
Gear-NeRF: Free-Viewpoint Rendering and Tracking with Motion-aware Spatio-Temporal Sampling Xinhang Liu Yu-Wing Tai Chi-Keung Tang Pedro Miraldo Suhas Lohit Moitreya Chatterjee 3DGS 368 11 0 06 Jun 2024
Flash3D: Feed-Forward Generalisable 3D Scene Reconstruction from a Single Image Stanislaw Szymanowicz Eldar Insafutdinov Chuanxia Zheng Dylan Campbell João F. Henriques Christian Rupprecht Andrea Vedaldi 3DGS 300 89 0 06 Jun 2024
Self-Calibrating 4D Novel View Synthesis from Monocular Videos Using Gaussian Splatting Fang Li Hao Zhang Narendra Ahuja 3DGS 532 2 0 03 Jun 2024
Freeplane: Unlocking Free Lunch in Triplane-Based Sparse-View Reconstruction Models Wenqiang Sun Zhengyi Wang Shuo Chen Yikai Wang Zilong Chen Jun Zhu Jun Zhang 225 2 0 02 Jun 2024
N-Dimensional Gaussians for Fitting of High Dimensional Functions Stavros Diolatzis Tobias Zirr Alexandr Kuznetsov Georgios Kopanas Anton Kaplanyan 3DGS 213 17 0 30 May 2024
View-Consistent Hierarchical 3D Segmentation Using Ultrametric Feature Fields Haodi He Jiahui Lei Adam W. Harley Leonidas Guibas 3DV 162 4 0 30 May 2024
Uncertainty-guided Optimal Transport in Depth Supervised Sparse-View 3D Gaussian Wei Sun Qi Zhang Yanzhao Zhou QiXiang Ye Jianbin Jiao Yuan Li 3DGS UQCV 214 5 0 30 May 2024
GaussianRoom: Improving 3D Gaussian Splatting with SDF Guidance and Monocular Cues for Indoor Scene Reconstruction Haodong Xiang Xinghui Li Xiansong Lai Wanting Zhang Zhichao Liao Kai Cheng Xueping Liu Xueping Liu 3DV 3DGS 316 30 0 30 May 2024
FreeSplat: Generalizable 3D Gaussian Splatting Towards Free-View Synthesis of Indoor Scenes Yunsong Wang Tianxin Huang Hanlin Chen Gim Hee Lee 3DGS 188 54 0 28 May 2024
Memorize What Matters: Emergent Scene Decomposition from Multitraverse Yiming Li Zehong Wang Yue Wang Zhiding Yu Zan Gojcic Marco Pavone Chen Feng Jose M. Alvarez 3DGS 150 3 0 27 May 2024
Diffusion4D: Fast Spatial-temporal Consistent 4D Generation via Video Diffusion Models Hanwen Liang Yuyang Yin Dejia Xu Hanxue Liang Zinan Lin Konstantinos N. Plataniotis Yao Zhao Yunchao Wei VGen 195 75 0 26 May 2024
Sp2360: Sparse-view 360 Scene Reconstruction using Cascaded 2D Diffusion Priors Soumava Paul Christopher Wewer Bernt Schiele J. E. Lenssen 3DGS 217 7 0 26 May 2024
NOVA-3D: Non-overlapped Views for 3D Anime Character Reconstruction Hongsheng Wang Nanjie Yao Xinrui Zhou Shengyu Zhang Huahao Xu Leilei Gan Feng Lin 232 3 0 21 May 2024
CoR-GS: Sparse-View 3D Gaussian Splatting via Co-Regularization Jiawei Zhang Jiahe Li Xiaohan Yu Lei Huang Lin Gu Jin Zheng Xiao Bai 377 84 0 20 May 2024
Depth Reconstruction with Neural Signed Distance Fields in Structured Light Systems Rukun Qiao Hiroshi Kawasaki Hongbin Zha 3DV MDE 176 3 0 20 May 2024