SinNeRF: Training Neural Radiance Fields on Complex Scenes from a Single Image

2 April 2022

Papers citing "SinNeRF: Training Neural Radiance Fields on Complex Scenes from a Single Image"

50 / 148 papers shown

Title
Semantically-aware Neural Radiance Fields for Visual Scene Understanding: A Comprehensive Review Thang-Anh-Quan Nguyen Amine Bourki Mátyás Macudzinski Anthony Brunel M. Bennamoun 35 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 21 19 0 15 Feb 2024
GSN: Generalisable Segmentation in Neural Radiance Field Vinayak Gupta Rahul Goel Dhawal Sirikonda P. J. Narayanan 25 1 0 07 Feb 2024
HG3-NeRF: Hierarchical Geometric, Semantic, and Photometric Guided Neural Radiance Fields for Sparse View Inputs Zelin Gao Wei-wei Dai Yu Zhang 40 2 0 22 Jan 2024
AGG: Amortized Generative 3D Gaussians for Single Image to 3D Dejia Xu Ye Yuan Morteza Mardani Sifei Liu Jiaming Song Zhangyang Wang Arash Vahdat 3DGS 46 44 0 08 Jan 2024
GD^2-NeRF: Generative Detail Compensation via GAN and Diffusion for One-shot Generalizable Neural Radiance Fields X. Pan Zongxin Yang Shuai Bai Yi Yang DiffM OffRL 30 1 0 01 Jan 2024
PlatoNeRF: 3D Reconstruction in Plato's Cave via Single-View Two-Bounce Lidar Tzofi Klinghoffer Xiaoyu Xiang S. Somasundaram Yuchen Fan Christian Richardt Ramesh Raskar Rakesh Ranjan 29 6 0 21 Dec 2023
Text-Image Conditioned Diffusion for Consistent Text-to-3D Generation Yuze He Yushi Bai M. Lin Jenny Sheng Yubin Hu Qi Wang Yu-Hui Wen Yong-Jin Liu 34 1 0 19 Dec 2023
SinMPI: Novel View Synthesis from a Single Image with Expanded Multiplane Images Guo Pu Peng-Shuai Wang Zhouhui Lian 26 7 0 18 Dec 2023
VaLID: Variable-Length Input Diffusion for Novel View Synthesis Shijie Li F. G. Zanjani H. Yahia Yuki M. Asano Juergen Gall A. Habibian DiffM 21 5 0 14 Dec 2023
Efficient-NeRF2NeRF: Streamlining Text-Driven 3D Editing with Multiview Correspondence-Enhanced Diffusion Models Liangchen Song Liangliang Cao Jiatao Gu Yifan Jiang Junsong Yuan Hao Tang DiffM 23 13 0 13 Dec 2023
COLMAP-Free 3D Gaussian Splatting Yang Fu Sifei Liu Amey Kulkarni Jan Kautz Alexei A. Efros Xiaolong Wang 3DGS 30 106 0 12 Dec 2023
ImageDream: Image-Prompt Multi-view Diffusion for 3D Generation Peng Wang Yichun Shi 16 165 0 02 Dec 2023
Self-Evolving Neural Radiance Fields Jaewoo Jung Jisang Han Jiwon Kang Seongchan Kim Minseop Kwak Seungryong Kim 25 2 0 02 Dec 2023
FSGS: Real-Time Few-shot View Synthesis using Gaussian Splatting Zehao Zhu Zhiwen Fan Yi Ding Zhangyang Wang 3DGS 38 144 0 01 Dec 2023
Volumetric Cloud Field Reconstruction Jacob Lin Miguel Farinha Edward Gryspeerdt Ronald Clark 28 3 0 29 Nov 2023
CaesarNeRF: Calibrated Semantic Representation for Few-shot Generalizable Neural Rendering Haidong Zhu Tianyu Ding Tianyi Chen Ilya Zharkov Ramkant Nevatia Luming Liang 18 6 0 27 Nov 2023
Compact 3D Gaussian Representation for Radiance Field J. Lee Daniel Rho Xiangyu Sun Jong Hwan Ko Eunbyung Park 3DGS 52 172 0 22 Nov 2023
Applications of Large Scale Foundation Models for Autonomous Driving Yu Huang Yue Chen Zhu Li ELM AI4CE LRM ALM LM&Ro 61 15 0 20 Nov 2023
GP-NeRF: Generalized Perception NeRF for Context-Aware 3D Scene Understanding Hao Li Dingwen Zhang Yalun Dai Nian Liu Lechao Cheng Jingfeng Li Jingdong Wang Junwei Han 37 14 0 20 Nov 2023
Reconstructing Continuous Light Field From Single Coded Image Yuya Ishikawa Keita Takahashi Chihiro Tsutake Toshiaki Fujii VGen 11 1 0 16 Nov 2023
Control3D: Towards Controllable Text-to-3D Generation Yang Chen Yingwei Pan Yehao Li Ting Yao Tao Mei DiffM 25 45 0 09 Nov 2023
ZeroNVS: Zero-Shot 360-Degree View Synthesis from a Single Image Kyle Sargent Zizhang Li Tanmay Shah Charles Herrmann Hong-Xing Yu ... Eric Ryan Chan Dmitry Lagun Fei-Fei Li Deqing Sun Jiajun Wu DiffM VGen 33 40 0 27 Oct 2023
Masked Space-Time Hash Encoding for Efficient Dynamic Scene Reconstruction Feng Wang Zilong Chen Guokang Wang Yafei Song Huaping Liu 3DGS 42 26 0 26 Oct 2023
PERF: Panoramic Neural Radiance Field from a Single Panorama Guangcong Wang Peng Wang Zhaoxi Chen Wenping Wang Chen Change Loy Ziwei Liu MDE 18 31 0 25 Oct 2023
MOHO: Learning Single-view Hand-held Object Reconstruction with Multi-view Occlusion-Aware Supervision Chenyangguang Zhang Guanlong Jiao Yan Di Gu Wang Ziqin Huang Ruida Zhang Fabian Manhardt Bowen Fu F. Tombari Xiangyang Ji 19 6 0 18 Oct 2023
Self-supervised Fetal MRI 3D Reconstruction Based on Radiation Diffusion Generation Model Junpeng Tan Xin Zhang Yao Lv Xiangmin Xu Gang Li DiffM MedIm 32 0 0 16 Oct 2023
Leveraging Neural Radiance Fields for Uncertainty-Aware Visual Localization Le Chen Weirong Chen Rui Wang Marc Pollefeys UQCV 35 8 0 10 Oct 2023
Consistent-1-to-3: Consistent Image to 3D View Synthesis via Geometry-aware Diffusion Models Jianglong Ye Peng Wang Kejie Li Yichun Shi Heng Wang DiffM 43 72 0 04 Oct 2023
Efficient-3DiM: Learning a Generalizable Single-image Novel-view Synthesizer in One Day Yi Ding Hao Tang Jen-Hao Rick Chang Liangchen Song Zhangyang Wang Liangliang Cao DiffM 25 10 0 04 Oct 2023
USB-NeRF: Unrolling Shutter Bundle Adjusted Neural Radiance Fields Moyang Li Peng Wang Lingzhe Zhao Bangyan Liao Peidong Liu 19 10 0 04 Oct 2023
Preface: A Data-driven Volumetric Prior for Few-shot Ultra High-resolution Face Synthesis Marcel C. Bühler Kripasindhu Sarkar Tanmay Shah Gengyan Li Daoye Wang ... Sergio Orts Dmitry Lagun Otmar Hilliges Thabo Beeler Abhimitra Meka CVBM 3DH 39 20 0 28 Sep 2023
$NeRRF: 3D Reconstruction and View Synthesis for Transparent and Specular Objects with Neural Refractive-Reflective Fields$ NeRRF: 3D Reconstruction and View Synthesis for Transparent and Specular Objects with Neural Refractive-Reflective Fields Xiaoxue Chen Junchen Liu Hao Zhao Guyue Zhou Ya-Qin Zhang 34 13 0 22 Sep 2023
Light Field Diffusion for Single-View Novel View Synthesis Yifeng Xiong Haoyu Ma Shanlin Sun Kun Han Hao Tang Xiaohui Xie DiffM 46 2 0 20 Sep 2023
Viewpoint Textual Inversion: Unleashing Novel View Synthesis with Pretrained 2D Diffusion Models James Burgess Kuan-Chieh Wang Serena Yeung-Levy DiffM 35 6 0 14 Sep 2023
SimpleNeRF: Regularizing Sparse Input Neural Radiance Fields with Simpler Solutions Nagabhushan Somraj Adithyan Karanayil R. Soundararajan 28 35 0 07 Sep 2023
Iterative Superquadric Recomposition of 3D Objects from Multiple Views Stephan Alaniz Massimiliano Mancini Zeynep Akata 35 7 0 05 Sep 2023
SparseSat-NeRF: Dense Depth Supervised Neural Radiance Fields for Sparse Satellite Images Lulin Zhang Ewelina Rupnik 14 6 0 01 Sep 2023
Enhancing Perception and Immersion in Pre-Captured Environments through Learning-Based Eye Height Adaptation Qi Feng Hubert P. H. Shum Shigeo Morishima MDE 8 2 0 24 Aug 2023
Enhancing NeRF akin to Enhancing LLMs: Generalizable NeRF Transformer with Mixture-of-View-Experts Wenyan Cong Hanxue Liang Peihao Wang Zhiwen Fan Tianlong Chen M. Varma Yi Wang Zhangyang Wang MoE 29 21 0 22 Aug 2023
Where and How: Mitigating Confusion in Neural Radiance Fields from Sparse Inputs Yanqi Bao Yuxin Li Jing Huo Tian Ding Xinyue Liang Wenbin Li Yang Gao 22 8 0 05 Aug 2023
Points-to-3D: Bridging the Gap between Sparse Points and Shape-Controllable Text-to-3D Generation Chaohui Yu Qiang-feng Zhou Jingliang Li Zhe Zhang Zhibin Wang Fan Wang DiffM 27 38 0 26 Jul 2023
TransHuman: A Transformer-based Human Representation for Generalizable Neural Human Rendering X. Pan Zongxin Yang Jianxin Ma Chang Zhou Yi Yang ViT 3DH 24 20 0 23 Jul 2023
LoLep: Single-View View Synthesis with Locally-Learned Planes and Self-Attention Occlusion Inference Cong Wang Yu-Ping Wang Dinesh Manocha 3DV 42 0 0 23 Jul 2023
PixelHuman: Animatable Neural Radiance Fields from Few Images Gyumin Shim Jaeseong Lee J. Hyung Jaegul Choo 3DH 35 0 0 18 Jul 2023
Viewset Diffusion: (0-)Image-Conditioned 3D Generative Models from 2D Data Stanislaw Szymanowicz Christian Rupprecht Andrea Vedaldi 38 99 0 13 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
HyP-NeRF: Learning Improved NeRF Priors using a HyperNetwork Bipasha Sen Gaurav Singh Aditya Agarwal Rohith Agaram K. M. Krishna Srinath Sridhar AI4CE 23 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 31 19 0 09 Jun 2023
Real-Time Radiance Fields for Single-Image Portrait View Synthesis Alex Trevithick Matthew Chan Michael Stengel E. R. Chan Chao Liu Zhiding Yu S. Khamis Manmohan Chandraker R. Ramamoorthi Koki Nagano 3DH 65 62 0 03 May 2023