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
MonoPatchNeRF: Improving Neural Radiance Fields with Patch-based Monocular Guidance Yuqun Wu Jae Yong Lee Chuhang Zou Shenlong Wang Derek Hoiem 37 0 0 12 Apr 2024
Boosting Self-Supervision for Single-View Scene Completion via Knowledge Distillation Keonhee Han Dominik Muhle Felix Wimbauer Daniel Cremers 27 2 0 11 Apr 2024
SplatPose & Detect: Pose-Agnostic 3D Anomaly Detection Mathis Kruse Marco Rudolph Dominik Woiwode Bodo Rosenhahn 3DGS 16 11 0 10 Apr 2024
The More You See in 2D, the More You Perceive in 3D Xinyang Han Zelin Gao Angjoo Kanazawa Shubham Goel Yossi Gandelsman DiffM 43 3 0 04 Apr 2024
Spin-UP: Spin Light for Natural Light Uncalibrated Photometric Stereo Zong-Han Li Zhan Lu Haojie Yan Boxin Shi Gang Pan Qian Zheng Xudong Jiang 33 1 0 02 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
DPA-Net: Structured 3D Abstraction from Sparse Views via Differentiable Primitive Assembly Fenggen Yu Yimin Qian Xu Zhang Francisca T. Gil-Ureta Brian P. Jackson Eric P. Bennett Hao Zhang 27 4 0 01 Apr 2024
Knowledge NeRF: Few-shot Novel View Synthesis for Dynamic Articulated Objects Wenxiao Cai Xinyue Lei Xinyu He Junming Leo Chen Yangang Wang 11 0 0 31 Mar 2024
VSRD: Instance-Aware Volumetric Silhouette Rendering for Weakly Supervised 3D Object Detection Zihua Liu Hiroki Sakuma Masatoshi Okutomi 25 2 0 29 Mar 2024
Stable Surface Regularization for Fast Few-Shot NeRF Byeongin Joung Byeong-uk Lee Jaesung Choe Ukcheol Shin Minjun Kang Taeyeop Lee In So Kweon KuK-Jin Yoon 28 0 0 29 Mar 2024
InstantSplat: Sparse-view Gaussian Splatting in Seconds Zhiwen Fan Wenyan Cong Kairun Wen Kevin Wang Jian Zhang ... B. Ivanovic Marco Pavone Georgios Pavlakos Zhangyang Wang Yue Wang 3DGS 39 0 0 29 Mar 2024
CoherentGS: Sparse Novel View Synthesis with Coherent 3D Gaussians Avinash Paliwal Wei Ye Jinhui Xiong Dmytro Kotovenko Rakesh Ranjan Vikas Chandra N. Kalantari 24 26 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
MetaCap: Meta-learning Priors from Multi-View Imagery for Sparse-view Human Performance Capture and Rendering Guoxing Sun Rishabh Dabral Pascal Fua Christian Theobalt Marc Habermann 3DH 42 4 0 27 Mar 2024
DN-Splatter: Depth and Normal Priors for Gaussian Splatting and Meshing Matias Turkulainen Xuqian Ren Iaroslav Melekhov Otto Seiskari Esa Rahtu Juho Kannala 3DGS 43 56 0 26 Mar 2024
Learning with Unreliability: Fast Few-shot Voxel Radiance Fields with Relative Geometric Consistency Yingjie Xu Bangzhen Liu Hao Tang Bailin Deng Shengfeng He 14 4 0 26 Mar 2024
CVT-xRF: Contrastive In-Voxel Transformer for 3D Consistent Radiance Fields from Sparse Inputs Yingji Zhong Lanqing Hong Zhenguo Li Dan Xu 24 9 0 25 Mar 2024
Gaussian in the Wild: 3D Gaussian Splatting for Unconstrained Image Collections Dongbin Zhang Chuming Wang Weitao Wang Peihao Li Minghan Qin Haoqian Wang 3DGS 16 45 0 23 Mar 2024
MVSplat: Efficient 3D Gaussian Splatting from Sparse Multi-View Images Yuedong Chen Haofei Xu Chuanxia Zheng Bohan Zhuang Marc Pollefeys Andreas Geiger Tat-Jen Cham Jianfei Cai 3DGS 53 156 0 21 Mar 2024
Explorative Inbetweening of Time and Space Haiwen Feng Zheng Ding Zhihao Xia Simon Niklaus Victoria Fernandez-Abrevaya Michael J. Black Xuaner Zhang DiffM VGen 34 5 0 21 Mar 2024
CombiNeRF: A Combination of Regularization Techniques for Few-Shot Neural Radiance Field View Synthesis Matteo Bonotto Luigi Sarrocco D. Evangelista Marco Imperoli Alberto Pretto AI4CE 37 3 0 21 Mar 2024
SV3D: Novel Multi-view Synthesis and 3D Generation from a Single Image using Latent Video Diffusion Vikram S. Voleti Chun-Han Yao Mark Boss Adam Letts David Pankratz Dmitry Tochilkin Christian Laforte Robin Rombach Varun Jampani DiffM VGen 27 170 0 18 Mar 2024
BAD-Gaussians: Bundle Adjusted Deblur Gaussian Splatting Lingzhe Zhao Peng Wang Peidong Liu 3DGS 30 37 0 18 Mar 2024
SpikeNeRF: Learning Neural Radiance Fields from Continuous Spike Stream Lin Zhu Kangmin Jia Yifan Zhao Yunshan Qi Lizhi Wang Hua Huang 27 6 0 17 Mar 2024
Omni-Recon: Harnessing Image-based Rendering for General-Purpose Neural Radiance Fields Yonggan Fu Huaizhi Qu Zhifan Ye Chaojian Li Kevin Zhao Yingyan Lin AI4CE 25 0 0 17 Mar 2024
Relaxing Accurate Initialization Constraint for 3D Gaussian Splatting Jaewoo Jung Jisang Han Honggyu An Jiwon Kang Seonghoon Park Seungryong Kim 3DGS 24 16 0 14 Mar 2024
DNGaussian: Optimizing Sparse-View 3D Gaussian Radiance Fields with Global-Local Depth Normalization Jiahe Li Jiawei Zhang Xiao Bai Jin Zheng Xin Ning Jun Zhou Lin Gu 3DGS 27 100 0 11 Mar 2024
FreGS: 3D Gaussian Splatting with Progressive Frequency Regularization Jiahui Zhang Fangneng Zhan Muyu Xu Shijian Lu Eric P. Xing 3DGS 29 48 0 11 Mar 2024
FSViewFusion: Few-Shots View Generation of Novel Objects Rukhshanda Hussain Hui Xian Grace Lim Borchun Chen Mubarak Shah Ser Nam Lim DiffM 28 0 0 11 Mar 2024
Put Myself in Your Shoes: Lifting the Egocentric Perspective from Exocentric Videos Mi Luo Zihui Xue Alex Dimakis Kristen Grauman EgoV DiffM 35 10 0 11 Mar 2024
Is Vanilla MLP in Neural Radiance Field Enough for Few-shot View Synthesis? Hanxin Zhu Tianyu He Xin Li Bingchen Li Zhibo Chen 37 10 0 10 Mar 2024
DaReNeRF: Direction-aware Representation for Dynamic Scenes Ange Lou Benjamin Planche Zhongpai Gao Yamin Li Tianyu Luan Hao Ding Terrence Chen Jack H. Noble Ziyan Wu 31 10 0 04 Mar 2024
Depth-Guided Robust and Fast Point Cloud Fusion NeRF for Sparse Input Views Shuai Guo Q. Wang Yijie Gao Rong Xie Li-Na Song 27 5 0 04 Mar 2024
3DGStream: On-the-Fly Training of 3D Gaussians for Efficient Streaming of Photo-Realistic Free-Viewpoint Videos Jiakai Sun Han Jiao Guangyuan Li Zhanjie Zhang Lei Zhao Wei Xing 3DGS 27 63 0 03 Mar 2024
G3DR: Generative 3D Reconstruction in ImageNet Pradyumna Reddy Ismail Elezi Jiankang Deng 25 5 0 01 Mar 2024
CharNeRF: 3D Character Generation from Concept Art Eddy Chu Yiyang Chen Chedy Raissi Anand Bhojan 3DH 16 1 0 27 Feb 2024
CMC: Few-shot Novel View Synthesis via Cross-view Multiplane Consistency Hanxin Zhu Tianyu He Zhibo Chen 27 4 0 26 Feb 2024
FrameNeRF: A Simple and Efficient Framework for Few-shot Novel View Synthesis Yan Xing Pan Wang Ligang Liu Daolun Li Li Zhang 33 2 0 22 Feb 2024
How NeRFs and 3D Gaussian Splatting are Reshaping SLAM: a Survey Fabio Tosi Youming Zhang Ziren Gong Erik Sandström S. Mattoccia Martin R. Oswald Matteo Poggi 3DGS 56 52 0 20 Feb 2024
Semantically-aware Neural Radiance Fields for Visual Scene Understanding: A Comprehensive Review Thang-Anh-Quan Nguyen Amine Bourki Mátyás Macudzinski Anthony Brunel M. Bennamoun 25 10 0 17 Feb 2024
GaussianObject: Just Taking Four Images to Get A High-Quality 3D Object with Gaussian Splatting Chen Yang Sikuang Li Jiemin Fang Ruofan Liang Lingxi Xie Xiaopeng Zhang Wei Shen Qi Tian 3DGS 17 19 0 15 Feb 2024
EscherNet: A Generative Model for Scalable View Synthesis Xin Kong Shikun Liu Xiaoyang Lyu Marwan Taher Xiaojuan Qi Andrew J. Davison DiffM 78 42 0 06 Feb 2024
MoD-SLAM: Monocular Dense Mapping for Unbounded 3D Scene Reconstruction Heng Zhou Zhetao Guo Shuhong Liu Lechen Zhang Qihao Wang Yuxiang Ren Mingrui Li MDE 21 13 0 06 Feb 2024
Denoising Diffusion via Image-Based Rendering Titas Anciukevicius Fabian Manhardt Federico Tombari Paul Henderson 40 11 0 05 Feb 2024
HyperPlanes: Hypernetwork Approach to Rapid NeRF Adaptation Pawel Batorski Dawid Malarz Marcin Przewiȩźlikowski Marcin Mazur S. Tadeja P. Spurek 24 1 0 02 Feb 2024
ReplaceAnything3D:Text-Guided 3D Scene Editing with Compositional Neural Radiance Fields Edward Bartrum Thu Nguyen-Phuoc Christopher Xie Zhengqin Li Numair Khan A. Avetisyan Douglas Lanman Lei Xiao DiffM 35 4 0 31 Jan 2024
HG3-NeRF: Hierarchical Geometric, Semantic, and Photometric Guided Neural Radiance Fields for Sparse View Inputs Zelin Gao Wei-wei Dai Yu Zhang 28 2 0 22 Jan 2024
SHINOBI: Shape and Illumination using Neural Object Decomposition via BRDF Optimization In-the-wild Andreas Engelhardt Amit Raj Mark Boss Yunzhi Zhang Abhishek Kar ... Deqing Sun Ricardo Martín Brualla Jonathan T. Barron Hendrik P. A. Lensch Varun Jampani 3DH 19 7 0 18 Jan 2024
ProvNeRF: Modeling per Point Provenance in NeRFs as a Stochastic Process Kiyohiro Nakayama Mikaela Angelina Uy Yang You Ke Li Leonidas J. Guibas 29 0 0 16 Jan 2024