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
From NeRFLiX to NeRFLiX++: A General NeRF-Agnostic Restorer Paradigm Kun Zhou Wenbo Li Nianjuan Jiang Xiaoguang Han Jiasen Lu 26 4 0 10 Jun 2023
NeRFool: Uncovering the Vulnerability of Generalizable Neural Radiance Fields against Adversarial Perturbations Y. Fu Ye Yuan Souvik Kundu Shang Wu Shunyao Zhang Yingyan Lin AAML 60 6 0 10 Jun 2023
NERFBK: A High-Quality Benchmark for NERF-Based 3D Reconstruction A. Karami S. Rigon G. Mazzacca Ziyang Yan Fabio Remondino 19 0 0 09 Jun 2023
HyP-NeRF: Learning Improved NeRF Priors using a HyperNetwork Bipasha Sen Gaurav Singh Aditya Agarwal Rohith Agaram K. M. Krishna Srinath Sridhar AI4CE 21 13 0 09 Jun 2023
GANeRF: Leveraging Discriminators to Optimize Neural Radiance Fields Barbara Roessle Norman Muller Lorenzo Porzi Samuel Rota Buló Peter Kontschieder Matthias Nießner 21 19 0 09 Jun 2023
LU-NeRF: Scene and Pose Estimation by Synchronizing Local Unposed NeRFs Zezhou Cheng Carlos Esteves Varun Jampani Abhishek Kar Subhransu Maji A. Makadia 22 31 0 08 Jun 2023
DiViNeT: 3D Reconstruction from Disparate Views via Neural Template Regularization Aditya Vora A. Patil Hao Zhang 3DV 24 6 0 07 Jun 2023
DreamSparse: Escaping from Plato's Cave with 2D Frozen Diffusion Model Given Sparse Views Paul D. Yoo Jiaxian Guo Yutaka Matsuo S. Gu 8 24 0 06 Jun 2023
PanoGRF: Generalizable Spherical Radiance Fields for Wide-baseline Panoramas Zheng Chen Yan-Pei Cao Yuanchen Guo Chen Wang Ying Shan Songiie Zhang 20 6 0 02 Jun 2023
Adjustable Visual Appearance for Generalizable Novel View Synthesis Josef Bengtson David Nilsson Che-Tsung Lin Marcel Büsching Fredrik Kahl 30 0 0 02 Jun 2023
DaRF: Boosting Radiance Fields from Sparse Inputs with Monocular Depth Adaptation Jiuhn Song Seonghoon Park Honggyu An Seokju Cho Minseop Kwak Sung-Jin Cho Seung Wook Kim MDE 22 22 0 30 May 2023
PlaNeRF: SVD Unsupervised 3D Plane Regularization for NeRF Large-Scale Scene Reconstruction Fusang Wang Arnaud Louys Nathan Piasco Moussâb Bennehar Luis Roldão D. Tsishkou 11 11 0 26 May 2023
Joint Optimization of Triangle Mesh, Material, and Light from Neural Fields with Neural Radiance Cache Jiakai Sun Zhanjie Zhang Tianyi Chu Guangyuan Li Lei Zhao Wei Xing 25 2 0 26 May 2023
Deceptive-NeRF/3DGS: Diffusion-Generated Pseudo-Observations for High-Quality Sparse-View Reconstruction Xinhang Liu Jiaben Chen Shiu-hong Kao Yu-Wing Tai Chi-Keung Tang DiffM 18 15 0 24 May 2023
ConsistentNeRF: Enhancing Neural Radiance Fields with 3D Consistency for Sparse View Synthesis Shou-Yong Hu Kaichen Zhou Kaiyu Li L. Yu Lanqing Hong Tianyang Hu Zhenguo Li G. Lee Ziwei Liu 13 18 0 18 May 2023
MultiPlaneNeRF: Neural Radiance Field with Non-Trainable Representation D. Zimny Artur Kasymov Adam Kania Jacek Tabor Maciej Ziȩba P. Spurek Przemysław Spurek 3DV 40 2 0 17 May 2023
SparseGNV: Generating Novel Views of Indoor Scenes with Sparse Input Views Weihao Cheng Yan-Pei Cao Ying Shan 19 2 0 11 May 2023
Virtual Occlusions Through Implicit Depth Jamie Watson Mohamed Sayed Z. Qureshi Gabriel J. Brostow Sara Vicente Oisin Mac Aodha Michael Firman 29 7 0 11 May 2023
HashCC: Lightweight Method to Improve the Quality of the Camera-less NeRF Scene Generation Jan Olszewski 15 2 0 07 May 2023
ScatterNeRF: Seeing Through Fog with Physically-Based Inverse Neural Rendering Andrea Ramazzina Mario Bijelic Stefanie Walz Alessandro Sanvito Dominik Scheuble Felix Heide 21 17 0 03 May 2023
Neural Radiance Fields (NeRFs): A Review and Some Recent Developments Mohamed Debbagh AI4CE 24 7 0 30 Apr 2023
ViP-NeRF: Visibility Prior for Sparse Input Neural Radiance Fields Nagabhushan Somraj R. Soundararajan 30 47 0 28 Apr 2023
Learning a Diffusion Prior for NeRFs Guandao Yang Abhijit Kundu Leonidas J. Guibas Jonathan T. Barron Ben Poole DiffM 14 7 0 27 Apr 2023
ActorsNeRF: Animatable Few-shot Human Rendering with Generalizable NeRFs Jiteng Mu S. Sang Nuno Vasconcelos X. Wang 32 19 0 27 Apr 2023
VGOS: Voxel Grid Optimization for View Synthesis from Sparse Inputs Jiakai Sun Zhanjie Zhang Jiafu Chen Guangyuan Li Boyan Ji Lei Zhao Wei Xing Huaizhong Lin 12 19 0 26 Apr 2023
Hybrid Neural Rendering for Large-Scale Scenes with Motion Blur Peng Dai Yinda Zhang Xin Yu Xiaoyang Lyu Xiaojuan Qi 3DH 20 16 0 25 Apr 2023
Explicit Correspondence Matching for Generalizable Neural Radiance Fields Yuedong Chen Haofei Xu Qianyi Wu Chuanxia Zheng Tat-Jen Cham Jianfei Cai 3DV 21 30 0 24 Apr 2023
Dehazing-NeRF: Neural Radiance Fields from Hazy Images Tian Li Lu Li W. Wang Zhangchi Feng 44 4 0 22 Apr 2023
Nerfbusters: Removing Ghostly Artifacts from Casually Captured NeRFs Frederik Warburg Ethan Weber Matthew Tancik Aleksander Holynski Angjoo Kanazawa DiffM 22 55 0 20 Apr 2023
LiDAR-NeRF: Novel LiDAR View Synthesis via Neural Radiance Fields Tang Tao Longfei Gao Guangrun Wang Yixing Lao Peng Chen Hengshuang Zhao Dayang Hao Xiaodan Liang Mathieu Salzmann Kaicheng Yu 20 30 0 20 Apr 2023
Learning to Render Novel Views from Wide-Baseline Stereo Pairs Yilun Du Cameron Smith A. Tewari Vincent Sitzmann 3DV 17 67 0 17 Apr 2023
NeRFVS: Neural Radiance Fields for Free View Synthesis via Geometry Scaffolds Chen Yang Peihao Li Zanwei Zhou Shanxin Yuan Bingbing Liu Xiaokang Yang Weichao Qiu Wei-Ming Shen 27 16 0 13 Apr 2023
Improving Neural Radiance Fields with Depth-aware Optimization for Novel View Synthesis Shu Chen Jun-ye Li Yang Zhang Beiji Zou 13 5 0 11 Apr 2023
Instance Neural Radiance Field Yichen Liu Benran Hu Junkai Huang Yu-Wing Tai Chi-Keung Tang ISeg 19 36 0 10 Apr 2023
DeLiRa: Self-Supervised Depth, Light, and Radiance Fields Vitor Campagnolo Guizilini Igor Vasiljevic Jiading Fang Rares Ambrus Sergey Zakharov Vincent Sitzmann Adrien Gaidon MDE 25 4 0 06 Apr 2023
Decoupling Dynamic Monocular Videos for Dynamic View Synthesis Meng You Junhui Hou 18 8 0 04 Apr 2023
Efficient View Synthesis and 3D-based Multi-Frame Denoising with Multiplane Feature Representations T. Tanay A. Leonardis Matteo Maggioni 16 4 0 31 Mar 2023
VDN-NeRF: Resolving Shape-Radiance Ambiguity via View-Dependence Normalization Bingfan Zhu Yanchao Yang Xulong Wang Youyi Zheng Leonidas J. Guibas 25 16 0 31 Mar 2023
S-VolSDF: Sparse Multi-View Stereo Regularization of Neural Implicit Surfaces Haoyu Wu Alexandros Graikos Dimitris Samaras 3DV 18 15 0 30 Mar 2023
SparseNeRF: Distilling Depth Ranking for Few-shot Novel View Synthesis Guangcong Wang Zhaoxi Chen Chen Change Loy Ziwei Liu MDE 34 176 0 28 Mar 2023
Clean-NeRF: Reformulating NeRF to account for View-Dependent Observations Xinhang Liu Yu-Wing Tai Chi-Keung Tang 26 7 0 26 Mar 2023
Make-It-3D: High-Fidelity 3D Creation from A Single Image with Diffusion Prior Junshu Tang Tengfei Wang Bo Zhang Ting Zhang Ran Yi Lizhuang Ma Dong Chen DiffM 187 307 0 24 Mar 2023
Progressively Optimized Local Radiance Fields for Robust View Synthesis Andreas Meuleman Y. Liu Chen Gao Jia-Bin Huang Changil Kim Min H. Kim Johannes Kopf 30 97 0 24 Mar 2023
TEGLO: High Fidelity Canonical Texture Mapping from Single-View Images Vishal Vinod Tanmay Shah Dmitry Lagun 24 4 0 24 Mar 2023
SCADE: NeRFs from Space Carving with Ambiguity-Aware Depth Estimates Mikaela Angelina Uy Ricardo Martín Brualla Leonidas J. Guibas Ke Li 14 35 0 23 Mar 2023
SINE: Semantic-driven Image-based NeRF Editing with Prior-guided Editing Field Chong Bao Yinda Zhang Bangbang Yang Tianxing Fan Zesong Yang Hujun Bao Guofeng Zhang Zhaopeng Cui DiffM 189 96 0 23 Mar 2023
Pre-NeRF 360: Enriching Unbounded Appearances for Neural Radiance Fields Ahmad AlMughrabi Umair Haroon Ricardo Marques P. Radeva 17 5 0 21 Mar 2023
DehazeNeRF: Multiple Image Haze Removal and 3D Shape Reconstruction using Neural Radiance Fields Wei-Ting Chen Wang Yifan Sy-Yen Kuo Gordon Wetzstein 13 12 0 20 Mar 2023
ContraNeRF: Generalizable Neural Radiance Fields for Synthetic-to-real Novel View Synthesis via Contrastive Learning Hao-Yu Yang Lanqing Hong Aoxue Li Tianyang Hu Zhenguo Li G. Lee Liwei Wang 6 15 0 20 Mar 2023
NeRFMeshing: Distilling Neural Radiance Fields into Geometrically-Accurate 3D Meshes Marie-Julie Rakotosaona Fabian Manhardt Diego Martin Arroyo Michael Niemeyer Abhijit Kundu F. Tombari AI4CE 17 62 0 16 Mar 2023