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
U2NeRF: Unsupervised Underwater Image Restoration and Neural Radiance Fields Vinayak Gupta M. Sivaprakasam Mukund Varma T Kaushik Mitra 72 2 0 25 Nov 2024
Gaussian Scenes: Pose-Free Sparse-View Scene Reconstruction using Depth-Enhanced Diffusion Priors Soumava Paul Prakhar Kaushik Alan L. Yuille 3DGS DiffM 181 0 0 24 Nov 2024
NeRF Inpainting with Geometric Diffusion Prior and Balanced Score Distillation Menglin Zhang Xin Luo Yunwei Lan Chang-Shu Liu Rui Li Kaidong Zhang Ganlin Yang Dong Liu DiffM 74 0 0 23 Nov 2024
SPARS3R: Semantic Prior Alignment and Regularization for Sparse 3D Reconstruction Yutao Tang Y. Guo Deming Li Cheng-Fang Peng 3DGS 70 0 0 15 Nov 2024
4D Gaussian Splatting in the Wild with Uncertainty-Aware Regularization Mijeong Kim Jongwoo Lim Bohyung Han 3DGS 33 2 0 13 Nov 2024
Acoustic Volume Rendering for Neural Impulse Response Fields Zitong Lan Chenhao Zheng Zhiwei Zheng Mingmin Zhao 28 4 0 09 Nov 2024
MVSplat360: Feed-Forward 360 Scene Synthesis from Sparse Views Yuedong Chen Chuanxia Zheng Haofei Xu Bohan Zhuang Andrea Vedaldi Tat-Jen Cham Jianfei Cai 3DGS 63 14 0 07 Nov 2024
Structure Consistent Gaussian Splatting with Matching Prior for Few-shot Novel View Synthesis Rui Peng Wangze Xu Luyang Tang Liwei Liao Jianbo Jiao Ronggang Wang 3DGS 37 2 0 06 Nov 2024
CAD-NeRF: Learning NeRFs from Uncalibrated Few-view Images by CAD Model Retrieval Xin Wen Xuening Zhu Renjiao Yi Z. T. Wang Chenyang Zhu K. Xu 60 1 0 05 Nov 2024
FewViewGS: Gaussian Splatting with Few View Matching and Multi-stage Training Ruihong Yin V. Yugay Yue Li Sezer Karaoglu Theo Gevers 3DGS 45 2 0 04 Nov 2024
Intensity Field Decomposition for Tissue-Guided Neural Tomography Meng-Xun Li Jin-Gang Yu Yuan Gao Cui Huang Gui-Song Xia 3DV 70 0 0 01 Nov 2024
CityGaussianV2: Efficient and Geometrically Accurate Reconstruction for Large-Scale Scenes Yang Liu Chuanchen Luo Zhongkai Mao Junran Peng Zhaoxiang Zhang 3DGS 67 5 0 01 Nov 2024
SCube: Instant Large-Scale Scene Reconstruction using VoxSplats Xuanchi Ren Y. Lu Hanxue Liang Zhangjie Wu Huan Ling Mike Chen Sanja Fidler Francis Williams Jiahui Huang 3DGS 40 8 0 26 Oct 2024
Binocular-Guided 3D Gaussian Splatting with View Consistency for Sparse View Synthesis Liang Han Junsheng Zhou Yu-Shen Liu Zhizhong Han 3DGS 35 12 0 24 Oct 2024
Few-shot NeRF by Adaptive Rendering Loss Regularization Qingshan Xu Xuanyu Yi Jianyao Xu Wenbing Tao Yew-Soon Ong Hanwang Zhang 25 6 0 23 Oct 2024
ActiveNeuS: Neural Signed Distance Fields for Active Stereo Kazuto Ichimaru Takaki Ikeda D. Thomas Takafumi Iwaguchi Hiroshi Kawasaki 3DV 24 1 0 20 Oct 2024
MCGS: Multiview Consistency Enhancement for Sparse-View 3D Gaussian Radiance Fields Yuru Xiao Deming Zhai Wenbo Zhao Kui Jiang Junjun Jiang Xianming Liu 3DGS 32 0 0 15 Oct 2024
Enhancing JEPAs with Spatial Conditioning: Robust and Efficient Representation Learning Etai Littwin Vimal Thilak Anand Gopalakrishnan 47 8 0 14 Oct 2024
Improving 3D Finger Traits Recognition via Generalizable Neural Rendering Hongbin Xu Junduan Huang Yuer Ma Zifeng Li Wenxiong Kang 23 0 0 12 Oct 2024
3D Vision-Language Gaussian Splatting Qucheng Peng Benjamin Planche Zhongpai Gao Meng Zheng Anwesa Choudhuri Terrence Chen C. L. P. Chen Ziyan Wu 3DGS 39 4 0 10 Oct 2024
Spiking GS: Towards High-Accuracy and Low-Cost Surface Reconstruction via Spiking Neuron-based Gaussian Splatting Weixing Zhang Z. Li De Ma Huajin Tang Xudong Jiang Qian Zheng Gang Pan 28 0 0 09 Oct 2024
EndoPerfect: High-Accuracy Monocular Depth Estimation and 3D Reconstruction for Endoscopic Surgery via NeRF-Stereo Fusion Pengcheng Chen Wenhao Li Nicole Gunderson Jeremy Ruthberg Randall Bly Waleed M. Abuzeid Zhenglong Sun Eric J. Seibel 26 0 0 05 Oct 2024
GMT: Enhancing Generalizable Neural Rendering via Geometry-Driven Multi-Reference Texture Transfer Youngho Yoon Hyun-Kurl Jang Kuk-Jin Yoon 21 0 0 01 Oct 2024
Distributed NeRF Learning for Collaborative Multi-Robot Perception Hongrui Zhao Boris Ivanovic Negar Mehr 33 1 0 30 Sep 2024
Disentangled Generation and Aggregation for Robust Radiance Fields Shihe Shen Huachen Gao Wangze Xu Rui Peng Luyang Tang K. Xiong Jianbo Jiao Ronggang Wang 28 0 0 24 Sep 2024
AIM 2024 Sparse Neural Rendering Challenge: Dataset and Benchmark Michal Nazarczuk T. Tanay Sibi Catley-Chandar Richard Shaw Radu Timofte Eduardo Pérez-Pellitero 48 7 0 23 Sep 2024
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 23 8 0 22 Sep 2024
GStex: Per-Primitive Texturing of 2D Gaussian Splatting for Decoupled Appearance and Geometry Modeling Victor Rong Jingxiang Chen Sherwin Bahmani Kiriakos N. Kutulakos David B. Lindell 3DGS 62 2 0 19 Sep 2024
BRDF-NeRF: Neural Radiance Fields with Optical Satellite Images and BRDF Modelling Lulin Zhang E. Rupnik Tri Dung Nguyen Stéphane Jacquemoud Yann Klinger 23 0 0 18 Sep 2024
SplatFields: Neural Gaussian Splats for Sparse 3D and 4D Reconstruction Marko Mihajlovic Sergey Prokudin Siyu Tang Robert Maier Federica Bogo Tony Tung Edmond Boyer 3DGS 32 9 0 17 Sep 2024
Self-Evolving Depth-Supervised 3D Gaussian Splatting from Rendered Stereo Pairs Sadra Safadoust Fabio Tosi Fatma Guney Matteo Poggi 3DGS MDE 34 1 0 11 Sep 2024
Hi3D: Pursuing High-Resolution Image-to-3D Generation with Video Diffusion Models Haibo Yang Yang Chen Yingwei Pan Ting Yao Zhineng Chen Chong-Wah Ngo Tao Mei VGen 28 8 0 11 Sep 2024
Neural Surface Reconstruction and Rendering for LiDAR-Visual Systems Jianheng Liu Chunran Zheng Yunfei Wan Bowen Wang Yixi Cai Fu Zhang 18 2 0 09 Sep 2024
CD-NGP: A Fast Scalable Continual Representation for Dynamic Scenes Zhenhuan Liu Shuai Liu Zhiwei Ning Jie Yang Wei Liu 3DV 3DGS 29 2 0 08 Sep 2024
LM-Gaussian: Boost Sparse-view 3D Gaussian Splatting with Large Model Priors Hanyang Yu Xiaoxiao Long Ping Tan 3DGS 33 4 0 05 Sep 2024
Optimizing 3D Gaussian Splatting for Sparse Viewpoint Scene Reconstruction Shen Chen Jiale Zhou Lei Li 3DGS 31 2 0 05 Sep 2024
Incorporating dense metric depth into neural 3D representations for view synthesis and relighting A. N. Chaudhury Igor Vasiljevic Sergey Zakharov Vitor Campagnolo Guizilini Rares Ambrus Srinivasa Narasimhan C. Atkeson 3DH 3DV 31 0 0 04 Sep 2024
Boosting Generalizability towards Zero-Shot Cross-Dataset Single-Image Indoor Depth by Meta-Initialization Cho-Ying Wu Yiqi Zhong Junying Wang Ulrich Neumann MDE 60 0 0 04 Sep 2024
GameIR: A Large-Scale Synthesized Ground-Truth Dataset for Image Restoration over Gaming Content Lebin Zhou Kun Han Nam Ling Wei Wang Wei Jiang 3DGS 36 0 0 29 Aug 2024
Generic Objects as Pose Probes for Few-shot View Synthesis Zhirui Gao Renjiao Yi Chenyang Zhu Ke Zhuang Wei Chen K. Xu 52 2 0 29 Aug 2024
Drone-assisted Road Gaussian Splatting with Cross-view Uncertainty Saining Zhang Baijun Ye Xiaoxue Chen Yuantao Chen Zongzheng Zhang Cheng Peng Yongliang Shi Hao Zhao 3DGS 32 5 0 27 Aug 2024
GeoTransfer : Generalizable Few-Shot Multi-View Reconstruction via Transfer Learning Shubhendu Jena Franck Multon A. Boukhayma 32 2 0 27 Aug 2024
TranSplat: Generalizable 3D Gaussian Splatting from Sparse Multi-View Images with Transformers Chuanrui Zhang Yingshuang Zou Zhuoling Li Minmin Yi Haoqian Wang 3DGS 39 14 0 25 Aug 2024
InSpaceType: Dataset and Benchmark for Reconsidering Cross-Space Type Performance in Indoor Monocular Depth Cho-Ying Wu Quankai Gao Chin-Cheng Hsu Te-Lin Wu Jing-Wen Chen Ulrich Neumann MDE 29 0 0 25 Aug 2024
SIn-NeRF2NeRF: Editing 3D Scenes with Instructions through Segmentation and Inpainting Jiseung Hong Changmin Lee Gyusang Yu 16 0 0 23 Aug 2024
Transientangelo: Few-Viewpoint Surface Reconstruction Using Single-Photon Lidar Weihan Luo Anagh Malik David B. Lindell 41 0 0 22 Aug 2024
Visual Localization in 3D Maps: Comparing Point Cloud, Mesh, and NeRF Representations Lintong Zhang Yifu Tao Jiarong Lin Fu Zhang Maurice F. Fallon 38 1 0 21 Aug 2024
TrackNeRF: Bundle Adjusting NeRF from Sparse and Noisy Views via Feature Tracks Jinjie Mai Wenxuan Zhu Sara Rojas Jesus Zarzar Abdullah Hamdi Guocheng Qian Bing Li Silvio Giancola Bernard Ghanem 3DGS 46 9 0 20 Aug 2024
SSNeRF: Sparse View Semi-supervised Neural Radiance Fields with Augmentation Xiao Cao Beibei Lin Bo Wang Zhiyong Huang Robby T. Tan 26 1 0 17 Aug 2024
FlashGS: Efficient 3D Gaussian Splatting for Large-scale and High-resolution Rendering Guofeng Feng Siyan Chen Rong Fu Zimu Liao Yi Wang Tao Liu Zhilin Pei Hengjie Li Xingcheng Zhang Bo Dai 3DGS 23 25 0 15 Aug 2024