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
GSemSplat: Generalizable Semantic 3D Gaussian Splatting from Uncalibrated Image Pairs Xingrui Wang Cuiling Lan Hanxin Zhu Zhibo Chen Yan Lu 3DGS 400 9 0 22 Dec 2024
SolidGS: Consolidating Gaussian Surfel Splatting for Sparse-View Surface Reconstruction Zhuowen Shen Yuan Liu Zhang Chen Zhong Li Jiepeng Wang ... Jingdong Zhang Yi Tian Xu Scott Schaefer Xin Li Wenping Wang 3DGS 255 6 0 19 Dec 2024
Optimize the Unseen - Fast NeRF Cleanup with Free Space Prior Leo Segre S. Avidan 3DGS 344 1 0 17 Dec 2024
SweepEvGS: Event-Based 3D Gaussian Splatting for Macro and Micro Radiance Field Rendering from a Single Sweep Jingqian Wu Shuo Zhu Chutian Wang Boxin Shi E. Lam 3DGS 328 8 0 16 Dec 2024
Feat2GS: Probing Visual Foundation Models with Gaussian SplattingComputer Vision and Pattern Recognition (CVPR), 2024 Yue Chen Xingyu Chen Anpei Chen Gerard Pons-Moll Yuliang Xiu 3DGS 262 17 0 12 Dec 2024
LiftImage3D: Lifting Any Single Image to 3D Gaussians with Video Generation Priors Yabo Chen Chen-Ning Yang Jiemin Fang Xiaopeng Zhang Lingxi Xie Wei Shen Wenrui Dai Hongkai Xiong Q. Tian 3DGS 376 4 0 12 Dec 2024
4D Gaussian Splatting with Scale-aware Residual Field and Adaptive Optimization for Real-time Rendering of Temporally Complex Dynamic ScenesACM Multimedia (MM), 2024 Jinbo Yan Rui Peng Luyang Tang Ronggang Wang 3DGS 254 28 0 09 Dec 2024
You See it, You Got it: Learning 3D Creation on Pose-Free Videos at ScaleComputer Vision and Pattern Recognition (CVPR), 2024 Baorui Ma Huachen Gao Haoge Deng Zhengxiong Luo Tiejun Huang Lulu Tang Xinlong Wang DiffM VGen 621 43 0 09 Dec 2024
Dynamic EventNeRF: Reconstructing General Dynamic Scenes from Multi-view RGB and Event Streams Viktor Rudnev Gereon Fox Mohamed A. Elgharib Christian Theobalt Vladislav Golyanik 396 1 0 09 Dec 2024
Surf-NeRF: Surface Regularised Neural Radiance Fields J. Naylor Viorela Ila D. Dansereau AI4CE 278 1 0 27 Nov 2024
U2NeRF: Unsupervised Underwater Image Restoration and Neural Radiance Fields Vinayak Gupta M. Sivaprakasam Mukund Varma T Kaushik Mitra 206 3 0 25 Nov 2024
Gaussian Scenes: Pose-Free Sparse-View Scene Reconstruction using Depth-Enhanced Diffusion Priors Soumava Paul Prakhar Kaushik Yaoyao Liu 3DGS DiffM 1.0K 4 0 24 Nov 2024
DGTR: Distributed Gaussian Turbo-Reconstruction for Sparse-View Vast ScenesIEEE International Conference on Robotics and Automation (ICRA), 2024 Hao Li Yuanyuan Gao Haosong Peng Chenming Wu Weicai Ye Yufeng Zhan Chen Zhao Xiaoxu Feng Jiadong Wang Jiawei Han 3DGS ViT 315 4 0 19 Nov 2024
SPARS3R: Semantic Prior Alignment and Regularization for Sparse 3D ReconstructionComputer Vision and Pattern Recognition (CVPR), 2024 Yutao Tang Yike Guo Deming Li Cheng-Fang Peng 3DGS 336 4 0 15 Nov 2024
4DPV: 4D Pet from Videos by Coarse-to-Fine Non-Rigid Radiance FieldsAsian Conference on Computer Vision (ACCV), 2024 Sergio M. de Paco Antonio Agudo 3DH 58 2 0 15 Nov 2024
DyGASR: Dynamic Generalized Exponential Splatting with Surface Alignment for Accelerated 3D Mesh Reconstruction Shengchao Zhao Yundong Li 3DGS 194 2 0 14 Nov 2024
4D Gaussian Splatting in the Wild with Uncertainty-Aware RegularizationNeural Information Processing Systems (NeurIPS), 2024 Mijeong Kim Jongwoo Lim Bohyung Han 3DGS 133 10 0 13 Nov 2024
MVSplat360: Feed-Forward 360 Scene Synthesis from Sparse ViewsNeural Information Processing Systems (NeurIPS), 2024 Yuedong Chen Chuanxia Zheng Haofei Xu Bohan Zhuang Andrea Vedaldi Tat-Jen Cham Jianfei Cai 3DGS 220 59 0 07 Nov 2024
Structure Consistent Gaussian Splatting with Matching Prior for Few-shot Novel View SynthesisNeural Information Processing Systems (NeurIPS), 2024 Rui Peng Wangze Xu Luyang Tang Liwei Liao Jianbo Jiao Ronggang Wang 3DGS 277 12 0 06 Nov 2024
Exploring Seasonal Variability in the Context of Neural Radiance Fields for 3D Reconstruction on Satellite ImageryGerman Conference on Pattern Recognition (DAGM), 2024 Liv Kåreborn Erica Ingerstad Amanda Berg Justus Karlsson Leif Haglund 114 1 0 05 Nov 2024
CAD-NeRF: Learning NeRFs from Uncalibrated Few-view Images by CAD Model Retrieval Xin Wen Xuening Zhu Renjiao Yi Z. T. Wang Chenyang Zhu K. Xu 295 4 0 05 Nov 2024
FewViewGS: Gaussian Splatting with Few View Matching and Multi-stage TrainingNeural Information Processing Systems (NeurIPS), 2024 Ruihong Yin V. Yugay Yue Li Sezer Karaoglu Theo Gevers 3DGS 267 13 0 04 Nov 2024
Intensity Field Decomposition for Tissue-Guided Neural Tomography Meng-Xun Li Jin-Gang Yu Yuan Gao Cui Huang Gui-Song Xia 3DV 241 1 0 01 Nov 2024
Binocular-Guided 3D Gaussian Splatting with View Consistency for Sparse View SynthesisNeural Information Processing Systems (NeurIPS), 2024 Liang Han Junsheng Zhou Yu-Shen Liu Zhizhong Han 3DGS 286 24 0 24 Oct 2024
Few-shot NeRF by Adaptive Rendering Loss RegularizationEuropean Conference on Computer Vision (ECCV), 2024 Qingshan Xu Xuanyu Yi Jianyao Xu Wenbing Tao Yew-Soon Ong Hanwang Zhang 162 10 0 23 Oct 2024
3DGS-Enhancer: Enhancing Unbounded 3D Gaussian Splatting with View-consistent 2D Diffusion PriorsNeural Information Processing Systems (NeurIPS), 2024 Xi Liu Chaoyi Zhou Siyu Huang 3DGS 211 70 0 21 Oct 2024
LucidFusion: Reconstructing 3D Gaussians with Arbitrary Unposed Images Hao He Yixun Liang Luozhou Wang Yuanhao Cai Xinli Xu Hao-Xiang Guo Xiang Wen Yingcong Chen 3DGS 377 0 0 21 Oct 2024
EF-3DGS: Event-Aided Free-Trajectory 3D Gaussian Splatting Bohao Liao Wei-dong Zhai Zengyu Wan Tianzhu Zhang Wenfei Yang Zheng-jun Zha Yang Cao Zheng-Jun Zha 3DGS 518 6 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 180 2 0 18 Oct 2024
MCGS: Multiview Consistency Enhancement for Sparse-View 3D Gaussian Radiance FieldsIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2024 Yuru Xiao Deming Zhai Wenbo Zhao Kui Jiang Junjun Jiang Xianming Liu 3DGS 265 4 0 15 Oct 2024
Few-shot Novel View Synthesis using Depth Aware 3D Gaussian Splatting Raja Kumar Vanshika Vats 3DGS 192 7 0 14 Oct 2024
Spiking GS: Towards High-Accuracy and Low-Cost Surface Reconstruction via Spiking Neuron-based Gaussian Splatting Weixing Zhang Hui Yuan De Ma Huajin Tang Xudong Jiang Qian Zheng Gang Pan 277 2 0 09 Oct 2024
Distributed NeRF Learning for Collaborative Multi-Robot Perception Hongrui Zhao Boris Ivanovic Negar Mehr 179 4 0 30 Sep 2024
Neural Video Representation for Redundancy Reduction and Consistency PreservationIEEE International Conference on Consumer Electronics (ICCE), 2024 Taiga Hayami Takahiro Shindo Shunsuke Akamatsu Hiroshi Watanabe 244 3 0 27 Sep 2024
Neural Light Spheres for Implicit Image Stitching and View SynthesisACM SIGGRAPH Conference and Exhibition on Computer Graphics and Interactive Techniques in Asia (SIGGRAPH Asia), 2024 Ilya Chugunov Amogh Joshi Kiran Murthy Francois Bleibel Felix Heide 360 4 0 26 Sep 2024
Frequency-based View Selection in Gaussian Splatting Reconstruction Monica M. Q. Li Pierre-Yves Lajoie Giovanni Beltrame 3DGS 281 3 0 24 Sep 2024
Disentangled Generation and Aggregation for Robust Radiance FieldsEuropean Conference on Computer Vision (ECCV), 2024 Shihe Shen Huachen Gao Wangze Xu Rui Peng Luyang Tang K. Xiong Jianbo Jiao Ronggang Wang 242 3 0 24 Sep 2024
SpikeGS: Learning 3D Gaussian Fields from Continuous Spike StreamAsian Conference on Computer Vision (ACCV), 2024 Jinze Yu Xin-Zhong Peng Zhengda Lu L. Kneip Yiqun Wang 3DGS 414 1 0 23 Sep 2024
AIM 2024 Sparse Neural Rendering Challenge: Methods and Results Michal Nazarczuk Sibi Catley-Chandar T. Tanay Richard Shaw Eduardo Pérez-Pellitero ... Yanyan Zu Junpei Zhang Licheng Jiao Xu Liu Kuldeep Purohit 185 7 0 23 Sep 2024
AIM 2024 Sparse Neural Rendering Challenge: Dataset and Benchmark Michal Nazarczuk T. Tanay Sibi Catley-Chandar Richard Shaw Radu Timofte Eduardo Pérez-Pellitero 245 10 0 23 Sep 2024
MVPGS: Excavating Multi-view Priors for Gaussian Splatting from Sparse Input ViewsEuropean Conference on Computer Vision (ECCV), 2024 Wangze Xu Huachen Gao Shihe Shen Rui Peng Jianbo Jiao Ronggang Wang 3DGS 165 27 0 22 Sep 2024
SplatFields: Neural Gaussian Splats for Sparse 3D and 4D ReconstructionEuropean Conference on Computer Vision (ECCV), 2024 Marko Mihajlovic Sergey Prokudin Siyu Tang Robert Maier Federica Bogo Tony Tung Edmond Boyer 3DGS 174 30 0 17 Sep 2024
Self-Evolving Depth-Supervised 3D Gaussian Splatting from Rendered Stereo PairsBritish Machine Vision Conference (BMVC), 2024 Sadra Safadoust Fabio Tosi Fatma Guney Matteo Poggi 3DGS MDE 231 4 0 11 Sep 2024
LEIA: Latent View-invariant Embeddings for Implicit 3D ArticulationEuropean Conference on Computer Vision (ECCV), 2024 Archana Swaminathan Anubhav Gupta Kamal Gupta Shishira R. Maiya Vatsal Agarwal Abhinav Shrivastava 192 14 0 10 Sep 2024
CD-NGP: A Fast Scalable Continual Representation for Dynamic Scenes Zhenhuan Liu Shuai Liu Zhiwei Ning Jie Yang Wei Liu 3DV 3DGS 203 2 0 08 Sep 2024
LM-Gaussian: Boost Sparse-view 3D Gaussian Splatting with Large Model Priors Hanyang Yu Xiaoxiao Long Ping Tan 3DGS 580 23 0 05 Sep 2024
Spurfies: Sparse Surface Reconstruction using Local Geometry PriorsInternational Conference on 3D Vision (3DV), 2024 Kevin Raj Christopher Wewer Raza Yunus Eddy Ilg J. E. Lenssen 221 5 0 29 Aug 2024
NeRF-CA: Dynamic Reconstruction of X-ray Coronary Angiography with Extremely Sparse-viewsIEEE Transactions on Visualization and Computer Graphics (TVCG), 2024 Kirsten W.H. Maas D. Ruijters Anna Vilanova Nicola Pezzotti 258 2 0 29 Aug 2024
Generic Objects as Pose Probes for Few-shot View Synthesis Zhirui Gao Renjiao Yi Chenyang Zhu Ke Zhuang Wei Chen K. Xu 478 8 0 29 Aug 2024
Ray-Distance Volume Rendering for Neural Scene ReconstructionEuropean Conference on Computer Vision (ECCV), 2024 Ruihong Yin Yunlu Chen Sezer Karaoglu Theo Gevers 194 4 0 28 Aug 2024