Depth-supervised NeRF: Fewer Views and Faster Training for Free

6 July 2021

Jun-Yan Zhu

Papers citing "Depth-supervised NeRF: Fewer Views and Faster Training for Free"

50 / 607 papers shown

Title
UniDepth: Universal Monocular Metric Depth Estimation Luigi Piccinelli Yung-Hsu Yang Christos Sakaridis Mattia Segu Siyuan Li Luc Van Gool Fisher Yu VLM MDE 75 127 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 57 0 26 Mar 2024
Towards 3D Vision with Low-Cost Single-Photon Cameras Fangzhou Mu Carter Sifferman Sacha Jungerman Yiquan Li Mark Han Michael Gleicher Mohit Gupta Yin Li 3DV 33 6 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 19 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 33 9 0 25 Mar 2024
Semantic Is Enough: Only Semantic Information For NeRF Reconstruction Ruibo Wang Song Zhang Ping Huang Donghai Zhang Wei Yan 27 2 0 24 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
Metric3Dv2: A Versatile Monocular Geometric Foundation Model for Zero-shot Metric Depth and Surface Normal Estimation Mu Hu Wei Yin C. Zhang Zhipeng Cai Xiaoxiao Long Kaixuan Wang Kaixuan Wang Gang Yu Chunhua Shen Shaojie Shen 3DGS 54 115 0 22 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 53 157 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 36 5 0 21 Mar 2024
Mini-Splatting: Representing Scenes with a Constrained Number of Gaussians Guangchi Fang Bing Wang 3DGS 39 63 0 21 Mar 2024
Leveraging Thermal Modality to Enhance Reconstruction in Low-Light Conditions Jiacong Xu Mingqian Liao K. R. Prabhakar Vishal M. Patel 37 6 0 21 Mar 2024
Global-guided Focal Neural Radiance Field for Large-scale Scene Rendering Mingqi Shao Feng Xiong Hang Zhang Shuang Yang Mu Xu Wei Bian Xueqian Wang AI4CE 27 0 0 19 Mar 2024
ThermoNeRF: Multimodal Neural Radiance Fields for Thermal Novel View Synthesis Mariam Hassan Florent Forest Olga Fink Malcolm Mielle 45 0 0 18 Mar 2024
Exploring Multi-modal Neural Scene Representations With Applications on Thermal Imaging M. Ozer Maximilian Weiherer Martin Hundhausen Bernhard Egger 33 4 0 18 Mar 2024
BAD-Gaussians: Bundle Adjusted Deblur Gaussian Splatting Lingzhe Zhao Peng Wang Peidong Liu 3DGS 30 38 0 18 Mar 2024
Aerial Lifting: Neural Urban Semantic and Building Instance Lifting from Aerial Imagery Yuqi Zhang Guanying Chen Jiaxing Chen Shuguang Cui 35 1 0 18 Mar 2024
Motion-aware 3D Gaussian Splatting for Efficient Dynamic Scene Reconstruction Zhiyang Guo Wen-gang Zhou Li Li Min Wang Houqiang Li 3DGS 30 38 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 38 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
A survey of synthetic data augmentation methods in computer vision A. Mumuni F. Mumuni N. K. Gerrar 36 19 0 15 Mar 2024
Touch-GS: Visual-Tactile Supervised 3D Gaussian Splatting Aiden Swann Matthew Strong Won Kyung Do Gadiel Sznaier Camps Mac Schwager Monroe Kennedy 3DGS 36 9 0 14 Mar 2024
RoDUS: Robust Decomposition of Static and Dynamic Elements in Urban Scenes Thang-Anh-Quan Nguyen Luis Roldão Nathan Piasco Moussâb Bennehar D. Tsishkou 46 5 0 14 Mar 2024
3DFIRES: Few Image 3D REconstruction for Scenes with Hidden Surface Linyi Jin Nilesh Kulkarni David Fouhey 3DV 26 2 0 13 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 37 100 0 11 Mar 2024
SiLVR: Scalable Lidar-Visual Reconstruction with Neural Radiance Fields for Robotic Inspection Yifu Tao Yash Bhalgat L. Fu Matías Mattamala Nived Chebrolu Maurice F. Fallon 32 14 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 42 0 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
Finding Waldo: Towards Efficient Exploration of NeRF Scene Spaces Evangelos Skartados M. K. Yucel Bruno Manganelli Anastasios Drosou Albert Saà-Garriga 29 4 0 07 Mar 2024
GSNeRF: Generalizable Semantic Neural Radiance Fields with Enhanced 3D Scene Understanding Zi-Ting Chou Sheng-Yu Huang I-Jieh Liu Yu-Chiang Frank Wang 32 9 0 06 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
NeRF-VPT: Learning Novel View Representations with Neural Radiance Fields via View Prompt Tuning Linsheng Chen Guangrun Wang Liuchun Yuan Keze Wang Ken Deng Philip H. S. Torr 41 1 0 02 Mar 2024
G3DR: Generative 3D Reconstruction in ImageNet Pradyumna Reddy Ismail Elezi Jiankang Deng 30 5 0 01 Mar 2024
NARUTO: Neural Active Reconstruction from Uncertain Target Observations Ziyue Feng Huangying Zhan Zheng Chen Qingan Yan Xiangyu Xu Changjiang Cai Bing Li Qilun Zhu Yi Tian Xu AI4CE 53 14 0 29 Feb 2024
AlignMiF: Geometry-Aligned Multimodal Implicit Field for LiDAR-Camera Joint Synthesis Tao Tang Guangrun Wang Yixing Lao Peng Chen Jie Liu Liang Lin Kaicheng Yu Xiaodan Liang 36 8 0 27 Feb 2024
Neural Mesh Fusion: Unsupervised 3D Planar Surface Understanding F. G. Zanjani Hong Cai Yinhao Zhu Leyla Mirvakhabova Fatih Porikli 3DV 24 1 0 26 Feb 2024
CMC: Few-shot Novel View Synthesis via Cross-view Multiplane Consistency Hanxin Zhu Tianyu He Zhibo Chen 34 4 0 26 Feb 2024
Spec-Gaussian: Anisotropic View-Dependent Appearance for 3D Gaussian Splatting Ziyi Yang Xinyu Gao Yang-tian Sun Yi-Hua Huang Xiaoyang Lyu Wen Zhou Shaohui Jiao Xiaojuan Qi Xiaogang Jin 3DGS 37 36 0 24 Feb 2024
Consolidating Attention Features for Multi-view Image Editing Or Patashnik Rinon Gal Daniel Cohen-Or Jun-Yan Zhu Fernando de la Torre 32 6 0 22 Feb 2024
GaussianPro: 3D Gaussian Splatting with Progressive Propagation Kai-Sheng Cheng Xiaoxiao Long Kaizhi Yang Yao Yao Wei Yin Yuexin Ma Wenping Wang Xuejin Chen 3DGS 58 102 0 22 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
NeRF Solves Undersampled MRI Reconstruction Tae Jun Jang Chang Min Hyun 21 3 0 20 Feb 2024
Real-time High-resolution View Synthesis of Complex Scenes with Explicit 3D Visibility Reasoning Tiansong Zhou Yebin Liu Xuangeng Chu Chengkun Cao Changyin Zhou Fei Yu Yu Li 24 0 0 20 Feb 2024
OccFlowNet: Towards Self-supervised Occupancy Estimation via Differentiable Rendering and Occupancy Flow Simon Boeder Fabian Gigengack Benjamin Risse 43 15 0 20 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 63 53 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 27 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 19 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 83 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 28 13 0 06 Feb 2024
3Doodle: Compact Abstraction of Objects with 3D Strokes Changwoon Choi Jaeah Lee Jaesik Park Young Min Kim 19 5 0 06 Feb 2024