Digging into Uncertainty in Self-supervised Multi-view Stereo

30 August 2021

Hongbin Xu

Yu Qiao

Papers citing "Digging into Uncertainty in Self-supervised Multi-view Stereo"

28 / 28 papers shown

Title
Boosting Multi-View Stereo with Depth Foundation Model in the Absence of Real-World Labels Jie Zhu Bo Peng Zhe Zhang Bingzheng Liu Jianjun Lei 33 0 0 16 Apr 2025
CL-MVSNet: Unsupervised Multi-view Stereo with Dual-level Contrastive Learning K. Xiong Rui Peng Zhe Zhang Tianxing Feng Jianbo Jiao Feng Gao Ronggang Wang 71 13 0 11 Mar 2025
Prism: Semi-Supervised Multi-View Stereo with Monocular Structure Priors Alex Rich Noah Stier P. Sen Tobias Höllerer MDE 74 0 0 08 Dec 2024
ControLRM: Fast and Controllable 3D Generation via Large Reconstruction Model Hongbin Xu Weitao Chen Zhipeng Zhou Feng Xiao Baigui Sun Mike Zheng Shou Wenxiong Kang 26 2 0 12 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
GenS: Generalizable Neural Surface Reconstruction from Multi-View Images Rui Peng Xiaodong Gu Luyang Tang Shihe Shen F. Yu Ronggang Wang 3DGS 3DV 38 12 0 04 Jun 2024
RobustMVS: Single Domain Generalized Deep Multi-view Stereo Hongbin Xu Weitao Chen Baigui Sun Xuansong Xie Wenxiong Kang 30 2 0 15 May 2024
LetsGo: Large-Scale Garage Modeling and Rendering via LiDAR-Assisted Gaussian Primitives Jiadi Cui Junming Cao Fuqiang Zhao Zhipeng He Yifan Chen Yuhui Zhong Lan Xu Yujiao Shi Yingliang Zhang Jingyi Yu 3DGS 3DV 32 19 0 15 Apr 2024
Geometric Constraints in Deep Learning Frameworks: A Survey Vibhas Kumar Vats David J. Crandall 3DV 40 0 0 19 Mar 2024
ES-MVSNet: Efficient Framework for End-to-end Self-supervised Multi-View Stereo Qiang-feng Zhou Chaohui Yu Jingliang Li Yuang Liu Jing Wang Zhibin Wang 3DV 19 3 0 04 Aug 2023
RayMVSNet++: Learning Ray-based 1D Implicit Fields for Accurate Multi-View Stereo Yifei Shi Junhua Xi Dewen Hu Zhiping Cai Kaiyang Xu 3DV 28 59 0 16 Jul 2023
UncLe-SLAM: Uncertainty Learning for Dense Neural SLAM Erik Sandström Kevin Ta Luc Van Gool Martin R. Oswald 37 18 0 19 Jun 2023
C2F2NeUS: Cascade Cost Frustum Fusion for High Fidelity and Generalizable Neural Surface Reconstruction Luoyuan Xu T. Guan Yuesong Wang Wenkai Liu Zhao-lei Zeng Junle Wang Wei Yang 3DV 27 11 0 16 Jun 2023
MAST: Masked Augmentation Subspace Training for Generalizable Self-Supervised Priors Chen Huang Hanlin Goh Jiatao Gu J. Susskind SSL OOD 44 6 0 07 Mar 2023
Learning Implicit Functions for Dense 3D Shape Correspondence of Generic Objects Feng Liu Xiaoming Liu 3DPC 3DV 34 4 0 29 Dec 2022
PlaneDepth: Self-supervised Depth Estimation via Orthogonal Planes Ruoyu Wang Zehao Yu Shenghua Gao MDE 18 28 0 04 Oct 2022
DS-MVSNet: Unsupervised Multi-view Stereo via Depth Synthesis Jingliang Li Zhengda Lu Yiqun Wang Ying Wang Jun Xiao 3DV 11 19 0 13 Aug 2022
Robust RGB-D Fusion for Saliency Detection Zongwei Wu Shriarulmozhivarman Gobichettipalayam Brahim Tamadazte Guillaume Allibert D. Paudel C. Demonceaux 16 26 0 02 Aug 2022
Semi-supervised Deep Multi-view Stereo Hongbin Xu Wei-Han Cheng Yang Liu Zhipeng Zhou Haihong Xiao Baigui Sun Xuansong Xie Wenxiong Kang 24 7 0 24 Jul 2022
KD-MVS: Knowledge Distillation Based Self-supervised Learning for Multi-view Stereo Yikang Ding Qingtian Zhu Xiangyue Liu Wentao Yuan Haotian Zhang Chi Zhang 12 23 0 21 Jul 2022
2D GANs Meet Unsupervised Single-view 3D Reconstruction Feng Liu Xiaoming Liu 3DV 20 16 0 20 Jul 2022
RayMVSNet: Learning Ray-based 1D Implicit Fields for Accurate Multi-View Stereo Junhua Xi Yifei Shi Yijie Wang Yulan Guo Kai Xu 3DV 15 1 0 04 Apr 2022
Representation Uncertainty in Self-Supervised Learning as Variational Inference Hiroki Nakamura Masashi Okada T. Taniguchi 22 18 0 22 Mar 2022
Conditional-Flow NeRF: Accurate 3D Modelling with Reliable Uncertainty Quantification Jianxiong Shen Antonio Agudo Francesc Moreno-Noguer Adria Ruiz AI4CE 14 55 0 18 Mar 2022
RC-MVSNet: Unsupervised Multi-View Stereo with Neural Rendering Di Chang Aljaz Bozic Tong Zhang Qingsong Yan Yingcong Chen Sabine Süsstrunk Matthias Nießner 3DV 29 50 0 08 Mar 2022
PatchMVSNet: Patch-wise Unsupervised Multi-View Stereo for Weakly-Textured Surface Reconstruction Hao-Chen Dong Jian Yao 3DV 14 4 0 04 Mar 2022
Dense Uncertainty Estimation via an Ensemble-based Conditional Latent Variable Model Jing Zhang Yuchao Dai Mehrtash Harandi Yiran Zhong Nick Barnes Richard I. Hartley UQCV 16 1 0 22 Nov 2021
Dropout as a Bayesian Approximation: Representing Model Uncertainty in Deep Learning Y. Gal Zoubin Ghahramani UQCV BDL 285 9,136 0 06 Jun 2015