Stereo Radiance Fields (SRF): Learning View Synthesis for Sparse Views of Novel Scenes

14 April 2021

Papers citing "Stereo Radiance Fields (SRF): Learning View Synthesis for Sparse Views of Novel Scenes"

50 / 61 papers shown

Title
SparSplat: Fast Multi-View Reconstruction with Generalizable 2D Gaussian Splatting Shubhendu Jena Shishir Reddy Vutukur A. Boukhayma 3DGS 52 1 0 04 May 2025
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 27 8 0 22 Sep 2024
MomentsNeRF: Leveraging Orthogonal Moments for Few-Shot Neural Rendering Ahmad AlMughrabi Ricardo Marques P. Radeva 44 0 0 02 Jul 2024
Neural Visibility Field for Uncertainty-Driven Active Mapping Shangjie Xue Jesse Dill Pranay Mathur F. Dellaert Panagiotis Tsiotras Danfei Xu 38 5 0 11 Jun 2024
Flash3D: Feed-Forward Generalisable 3D Scene Reconstruction from a Single Image Stanislaw Szymanowicz Eldar Insafutdinov Chuanxia Zheng Dylan Campbell João F. Henriques Christian Rupprecht Andrea Vedaldi 3DGS 39 49 0 06 Jun 2024
Improving Physics-Augmented Continuum Neural Radiance Field-Based Geometry-Agnostic System Identification with Lagrangian Particle Optimization Takuhiro Kaneko 40 2 0 06 Jun 2024
Uncertainty-guided Optimal Transport in Depth Supervised Sparse-View 3D Gaussian Wei Sun Qi Zhang Yanzhao Zhou QiXiang Ye Jianbin Jiao Yuan Li 3DGS UQCV 48 3 0 30 May 2024
Generalizable Novel-View Synthesis using a Stereo Camera Haechan Lee Wonjoon Jin Seung-Hwan Baek Sunghyun Cho 3DV 31 1 0 21 Apr 2024
CodecNeRF: Toward Fast Encoding and Decoding, Compact, and High-quality Novel-view Synthesis Gyeongjin Kang Younggeun Lee Seungjun Oh Eunbyung Park VGen 35 1 0 07 Apr 2024
SGCNeRF: Few-Shot Neural Rendering via Sparse Geometric Consistency Guidance Yuru Xiao Xianming Liu Deming Zhai Kui Jiang Junjun Jiang Xiangyang Ji 28 1 0 01 Apr 2024
INPC: Implicit Neural Point Clouds for Radiance Field Rendering Florian Hahlbohm Linus Franke Moritz Kappel Susana Castillo Marc Stamminger M. Magnor Marcus Magnor 3DPC 66 4 0 25 Mar 2024
CMC: Few-shot Novel View Synthesis via Cross-view Multiplane Consistency Hanxin Zhu Tianyu He Zhibo Chen 37 4 0 26 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
DL3DV-10K: A Large-Scale Scene Dataset for Deep Learning-based 3D Vision Lu Ling Yichen Sheng Zhi Tu Wentian Zhao Cheng Xin ... Xiangrui Kong Gang Hua Tianti Zhang Bedrich Benes Aniket Bera VGen 42 98 0 26 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
ZeST-NeRF: Using temporal aggregation for Zero-Shot Temporal NeRFs Violeta Menéndez González Andrew Gilbert Graeme Phillipson Stephen Jolly Simon Hadfield 25 0 0 30 Nov 2023
Entangled View-Epipolar Information Aggregation for Generalizable Neural Radiance Fields Zhiyuan Min Yawei Luo Wei Yang Yuesong Wang Yi Yang 37 2 0 20 Nov 2023
CADSim: Robust and Scalable in-the-wild 3D Reconstruction for Controllable Sensor Simulation Jingkang Wang S. Manivasagam Yun Chen Ze Yang Ioan Andrei Bârsan A. Yang Wei-Chiu Ma R. Urtasun 3DV 42 24 0 02 Nov 2023
GTA: A Geometry-Aware Attention Mechanism for Multi-View Transformers Takeru Miyato Bernhard Jaeger Max Welling Andreas Geiger ViT 39 14 0 16 Oct 2023
Pseudo-Generalized Dynamic View Synthesis from a Video Xiaoming Zhao Alex Colburn Fangchang Ma Miguel Angel Bautista J. Susskind A. Schwing 53 11 0 12 Oct 2023
Fast Satellite Tensorial Radiance Field for Multi-date Satellite Imagery of Large Size Tongtong Zhang Yuanxiang Li 37 2 0 21 Sep 2023
SC-NeRF: Self-Correcting Neural Radiance Field with Sparse Views Liang Song Guangming Wang Jiuming Liu Zhenyang Fu Yanzi Miao Hesheng 39 11 0 10 Sep 2023
Sparse 3D Reconstruction via Object-Centric Ray Sampling L. Cerkezi Paolo Favaro 34 4 0 06 Sep 2023
Sparse3D: Distilling Multiview-Consistent Diffusion for Object Reconstruction from Sparse Views Zi-Xin Zou Weihao Cheng Yan-Pei Cao Shi-Sheng Huang Ying Shan Songiie Zhang DiffM 36 23 0 27 Aug 2023
Diffusion with Forward Models: Solving Stochastic Inverse Problems Without Direct Supervision A. Tewari Tianwei Yin George Cazenavette Semon Rezchikov J. Tenenbaum F. Durand William T. Freeman Vincent Sitzmann DiffM 43 88 0 20 Jun 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 25 18 0 18 May 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 25 19 0 26 Apr 2023
Decoupling Dynamic Monocular Videos for Dynamic View Synthesis Meng You Junhui Hou 20 8 0 04 Apr 2023
SparseNeRF: Distilling Depth Ranking for Few-shot Novel View Synthesis Guangcong Wang Zhaoxi Chen Chen Change Loy Ziwei Liu MDE 52 178 0 28 Mar 2023
MixNeRF: Modeling a Ray with Mixture Density for Novel View Synthesis from Sparse Inputs Seunghyeon Seo D. Han Yeonjin Chang Nojun Kwak 23 45 0 17 Feb 2023
INV: Towards Streaming Incremental Neural Videos Shengze Wang Alexey Supikov J. Ratcliff Henry Fuchs Ronald T. Azuma 3DGS 36 6 0 03 Feb 2023
Self-Supervised Geometry-Aware Encoder for Style-Based 3D GAN Inversion Yushi Lan Xuyi Meng Shuai Yang Chen Change Loy Bo Dai 3DH 3DV 39 30 0 14 Dec 2022
NeRDi: Single-View NeRF Synthesis with Language-Guided Diffusion as General Image Priors Congyue Deng C. Jiang C. Qi Xinchen Yan Yin Zhou Leonidas J. Guibas Drago Anguelov DiffM 29 161 0 06 Dec 2022
ONeRF: Unsupervised 3D Object Segmentation from Multiple Views Sheng-Ming Liang Yichen Liu Shangzhe Wu Yu-Wing Tai Chi-Keung Tang 28 7 0 22 Nov 2022
SPARF: Neural Radiance Fields from Sparse and Noisy Poses Prune Truong Marie-Julie Rakotosaona Fabian Manhardt F. Tombari 3DH 30 175 0 21 Nov 2022
SVS: Adversarial refinement for sparse novel view synthesis Violeta Menéndez González Andrew Gilbert Graeme Phillipson Stephen Jolly Simon Hadfield 19 3 0 14 Nov 2022
Reconstructing Personalized Semantic Facial NeRF Models From Monocular Video Xuan Gao Chenglai Zhong Jun Xiang Yang Hong Yudong Guo Juyong Zhang 3DH CVBM 69 128 0 12 Oct 2022
Self-improving Multiplane-to-layer Images for Novel View Synthesis P. Solovev Taras Khakhulin Denis Korzhenkov 40 9 0 04 Oct 2022
Neural Novel Actor: Learning a Generalized Animatable Neural Representation for Human Actors Yiming Wang Qingzhe Gao Libin Liu Lingjie Liu Christian Theobalt B. Chen 3DH 30 23 0 25 Aug 2022
Generalizable Patch-Based Neural Rendering M. Suhail Carlos Esteves Leonid Sigal A. Makadia 33 102 0 21 Jul 2022
Regularization of NeRFs using differential geometry T. Ehret Roger Marí Gabriele Facciolo AI4CE 26 5 0 29 Jun 2022
Unbiased 4D: Monocular 4D Reconstruction with a Neural Deformation Model Erik C. Johnson Marc Habermann Soshi Shimada Vladislav Golyanik Christian Theobalt 3DH 25 25 0 16 Jun 2022
RigNeRF: Fully Controllable Neural 3D Portraits ShahRukh Athar Zexiang Xu Kalyan Sunkavalli Eli Shechtman Zhixin Shu 3DH 41 136 0 13 Jun 2022
SparseNeuS: Fast Generalizable Neural Surface Reconstruction from Sparse Views Xiaoxiao Long Chu-Hsing Lin Peng Wang Taku Komura Wenping Wang 3DGS 33 182 0 12 Jun 2022
KeypointNeRF: Generalizing Image-based Volumetric Avatars using Relative Spatial Encoding of Keypoints Marko Mihajlovic Aayush Bansal Michael Zollhoefer Siyu Tang Shunsuke Saito 3DH 24 86 0 10 May 2022
Control-NeRF: Editable Feature Volumes for Scene Rendering and Manipulation Verica Lazova V. Guzov Kyle Olszewski Sergey Tulyakov Gerard Pons-Moll 37 76 0 22 Apr 2022
Learning Dynamic View Synthesis With Few RGBD Cameras Shengze Wang Y. Kwon Yuan-Chung Shen Q. Zhang A. State Jia-Bin Huang Henry Fuchs 32 2 0 22 Apr 2022
Multi-View Consistent Generative Adversarial Networks for 3D-aware Image Synthesis Xuanmeng Zhang Zhedong Zheng Daiheng Gao Bang Zhang Pan Pan Yi Yang 3DV GAN 25 51 0 13 Apr 2022
NPBG++: Accelerating Neural Point-Based Graphics Ruslan Rakhimov Andrei-Timotei Ardelean Victor Lempitsky Evgeny Burnaev 24 11 0 24 Mar 2022
Pix2NeRF: Unsupervised Conditional $π$ -GAN for Single Image to Neural Radiance Fields Translation Shengqu Cai Anton Obukhov Dengxin Dai Luc Van Gool 37 99 0 26 Feb 2022