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

1 December 2021

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

50 / 439 papers shown

Title
Surf-NeRF: Surface Regularised Neural Radiance Fields J. Naylor Viorela Ila D. Dansereau AI4CE 67 0 0 27 Nov 2024
U2NeRF: Unsupervised Underwater Image Restoration and Neural Radiance Fields Vinayak Gupta M. Sivaprakasam Mukund Varma T Kaushik Mitra 67 2 0 25 Nov 2024
Gaussian Scenes: Pose-Free Sparse-View Scene Reconstruction using Depth-Enhanced Diffusion Priors Soumava Paul Prakhar Kaushik Alan L. Yuille 3DGS DiffM 120 0 0 24 Nov 2024
DGTR: Distributed Gaussian Turbo-Reconstruction for Sparse-View Vast Scenes Hao Li Yuanyuan Gao Haosong Peng Chenming Wu Weicai Ye Yufeng Zhan Chen Zhao Dingwen Zhang J. Wang J. Han 3DGS ViT 73 2 0 19 Nov 2024
SPARS3R: Semantic Prior Alignment and Regularization for Sparse 3D Reconstruction Yutao Tang Y. Guo Deming Li Cheng-Fang Peng 3DGS 67 0 0 15 Nov 2024
DyGASR: Dynamic Generalized Exponential Splatting with Surface Alignment for Accelerated 3D Mesh Reconstruction Shengchao Zhao Yundong Li 3DGS 29 0 0 14 Nov 2024
4D Gaussian Splatting in the Wild with Uncertainty-Aware Regularization Mijeong Kim Jongwoo Lim Bohyung Han 3DGS 31 2 0 13 Nov 2024
MVSplat360: Feed-Forward 360 Scene Synthesis from Sparse Views Yuedong Chen Chuanxia Zheng Haofei Xu Bohan Zhuang Andrea Vedaldi Tat-Jen Cham Jianfei Cai 3DGS 53 14 0 07 Nov 2024
Structure Consistent Gaussian Splatting with Matching Prior for Few-shot Novel View Synthesis Rui Peng Wangze Xu Luyang Tang Liwei Liao Jianbo Jiao Ronggang Wang 3DGS 37 2 0 06 Nov 2024
Exploring Seasonal Variability in the Context of Neural Radiance Fields for 3D Reconstruction on Satellite Imagery Liv Kåreborn Erica Ingerstad Amanda Berg Justus Karlsson Leif Haglund 22 0 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 60 1 0 05 Nov 2024
FewViewGS: Gaussian Splatting with Few View Matching and Multi-stage Training Ruihong Yin V. Yugay Yue Li Sezer Karaoglu Theo Gevers 3DGS 37 2 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 61 0 0 01 Nov 2024
Binocular-Guided 3D Gaussian Splatting with View Consistency for Sparse View Synthesis Liang Han Junsheng Zhou Yu-Shen Liu Zhizhong Han 3DGS 35 12 0 24 Oct 2024
Few-shot NeRF by Adaptive Rendering Loss Regularization Qingshan Xu Xuanyu Yi Jianyao Xu Wenbing Tao Yew-Soon Ong Hanwang Zhang 22 6 0 23 Oct 2024
3DGS-Enhancer: Enhancing Unbounded 3D Gaussian Splatting with View-consistent 2D Diffusion Priors Xi Liu Chaoyi Zhou Siyu Huang 3DGS 18 19 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 26 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 61 1 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
MCGS: Multiview Consistency Enhancement for Sparse-View 3D Gaussian Radiance Fields Yuru Xiao Deming Zhai Wenbo Zhao Kui Jiang Junjun Jiang Xianming Liu 3DGS 25 0 0 15 Oct 2024
Few-shot Novel View Synthesis using Depth Aware 3D Gaussian Splatting Raja Kumar Vanshika Vats 3DGS 27 0 0 14 Oct 2024
Spiking GS: Towards High-Accuracy and Low-Cost Surface Reconstruction via Spiking Neuron-based Gaussian Splatting Weixing Zhang Z. Li De Ma Huajin Tang Xudong Jiang Qian Zheng Gang Pan 28 0 0 09 Oct 2024
Distributed NeRF Learning for Collaborative Multi-Robot Perception Hongrui Zhao Boris Ivanovic Negar Mehr 22 1 0 30 Sep 2024
Neural Video Representation for Redundancy Reduction and Consistency Preservation Taiga Hayami Takahiro Shindo Shunsuke Akamatsu Hiroshi Watanabe 29 1 0 27 Sep 2024
Neural Light Spheres for Implicit Image Stitching and View Synthesis Ilya Chugunov Amogh Joshi Kiran Murthy Francois Bleibel Felix Heide 15 2 0 26 Sep 2024
Frequency-based View Selection in Gaussian Splatting Reconstruction Monica M. Q. Li Pierre-Yves Lajoie Giovanni Beltrame 3DGS 47 0 0 24 Sep 2024
Disentangled Generation and Aggregation for Robust Radiance Fields Shihe Shen Huachen Gao Wangze Xu Rui Peng Luyang Tang K. Xiong Jianbo Jiao Ronggang Wang 23 0 0 24 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
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 51 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 48 7 0 23 Sep 2024
MVPGS: Excavating Multi-view Priors for Gaussian Splatting from Sparse Input Views Wangze Xu Huachen Gao Shihe Shen Rui Peng Jianbo Jiao Ronggang Wang 3DGS 18 8 0 22 Sep 2024
SplatFields: Neural Gaussian Splats for Sparse 3D and 4D Reconstruction Marko Mihajlovic Sergey Prokudin Siyu Tang Robert Maier Federica Bogo Tony Tung Edmond Boyer 3DGS 24 9 0 17 Sep 2024
Self-Evolving Depth-Supervised 3D Gaussian Splatting from Rendered Stereo Pairs Sadra Safadoust Fabio Tosi Fatma Guney Matteo Poggi 3DGS MDE 29 1 0 11 Sep 2024
LEIA: Latent View-invariant Embeddings for Implicit 3D Articulation Archana Swaminathan Anubhav Gupta Kamal Gupta Shishira R. Maiya Vatsal Agarwal Abhinav Shrivastava 39 5 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 21 2 0 08 Sep 2024
LM-Gaussian: Boost Sparse-view 3D Gaussian Splatting with Large Model Priors Hanyang Yu Xiaoxiao Long Ping Tan 3DGS 31 4 0 05 Sep 2024
Spurfies: Sparse Surface Reconstruction using Local Geometry Priors Kevin Raj Christopher Wewer Raza Yunus Eddy Ilg J. E. Lenssen 19 1 0 29 Aug 2024
NeRF-CA: Dynamic Reconstruction of X-ray Coronary Angiography with Extremely Sparse-views Kirsten W. H. Maas D. Ruijters Anna Vilanova Nicola Pezzotti 21 0 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 48 2 0 29 Aug 2024
Ray-Distance Volume Rendering for Neural Scene Reconstruction Ruihong Yin Yunlu Chen Sezer Karaoglu Theo Gevers 25 2 0 28 Aug 2024
GeoTransfer : Generalizable Few-Shot Multi-View Reconstruction via Transfer Learning Shubhendu Jena Franck Multon A. Boukhayma 26 2 0 27 Aug 2024
TranSplat: Generalizable 3D Gaussian Splatting from Sparse Multi-View Images with Transformers Chuanrui Zhang Yingshuang Zou Zhuoling Li Minmin Yi Haoqian Wang 3DGS 34 14 0 25 Aug 2024
Transientangelo: Few-Viewpoint Surface Reconstruction Using Single-Photon Lidar Weihan Luo Anagh Malik David B. Lindell 36 0 0 22 Aug 2024
TrackNeRF: Bundle Adjusting NeRF from Sparse and Noisy Views via Feature Tracks Jinjie Mai Wenxuan Zhu Sara Rojas Jesus Zarzar Abdullah Hamdi Guocheng Qian Bing Li Silvio Giancola Bernard Ghanem 3DGS 42 9 0 20 Aug 2024
SpaRP: Fast 3D Object Reconstruction and Pose Estimation from Sparse Views Chao Xu Ang Li Linghao Chen Yulin Liu Ruoxi Shi Hao Su Minghua Liu 3DGS 37 21 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 26 1 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 19 7 0 17 Aug 2024
ADen: Adaptive Density Representations for Sparse-view Camera Pose Estimation Hao Tang Weiyao Wang Pierre Gleize Matt Feiszli 3DH 30 1 0 16 Aug 2024
NeRF-US: Removing Ultrasound Imaging Artifacts from Neural Radiance Fields in the Wild Rishit Dagli Atsuhiro Hibi R. Krishnan Pascal N Tyrrell 30 6 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 43 10 0 07 Aug 2024