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awesome-monocular-3D-reconstruction

A list of papers about monocular reconstruction (processing)
https://github.com/LinZhuoChen/awesome-monocular-3D-reconstruction

Last synced: 5 days ago
JSON representation

  • 2019

    • [pytorch+tensorflow
    • [pytorch
    • [Arxiv - Scale Local Planar Guidance
    • [CVPR - Image Depth from Videos using Quality Assessment Networks [[pytorch](https://github.com/princeton-vl/YouTube3D)] [__`dep.`__ ] :fire: :star:
    • [WACV - Toward Higher Resolution Maps with Accurate Object Boundaries. [[pytorch](https://github.com/JunjH/Revisiting_Single_Depth_Estimation)] [__`dep.`__ ] :fire: :star:
    • [ICCV
    • [ICCV - CNNs-for-monocular-depth-estimation)] [__`dep.`__ ] :fire: :star:
    • [ICLR - to-end Deep Plane Sweep Stereo. [[pytorch](https://github.com/sunghoonim/DPSNet)] [__`dep.`__ __`seq.`__] :fire: :star:
    • [CVPR
    • [3DV
    • [CVPR - resolution Multi-view Stereo Depth Inference. [[tensorflow](https://github.com/YoYo000/MVSNet)] [[__`dep.`__ __`seq.`__ __`recon.`__ ] :fire: :star:
    • [ICCV - Based Multi-View Stereo Network. [[pytorch](https://github.com/callmeray/PointMVSNet)] [[__`dep.`__ __`seq.`__ __`recon.`__ ] :fire: :star:
    • [ICCV - MVSNet: Learning Patch-wise Matching Confidence Aggregation for Multi-view Stereo. [[__`dep.`__ __`seq.`__ __`recon.`__ ]
    • [ICCV - view Stereo with Conditional Random Fields. [__`dep.`__ __`seq.`__ __`recon.`__ ]
    • [ICLR - Net: Dense Bundle Adjustment Network. [[tensorflow](https://github.com/frobelbest/BANet)] [__`dep.`__ __`seq.`__ __`video.`__ __`pose.`__] :fire: :star:
    • [AAAI
    • [ICCV - Supervised Monocular Depth Estimation. [[pytorch](https://github.com/nianticlabs/monodepth2)] [__`dep.`__ __`seq.`__ __`video.`__ __`pose.`__ __`uns.`__] :fire: :star:
    • [ICCV
    • [ICCV - supervised Learning with Geometric Constraints in Monocular Video
    • [ICCV

  • 2017

    • [NIPS - View Stereo Machine. [__`seq.`__ __`recon.`__]
    • [CVPR - freiburg/demon)] [__`dep.`__ __`pos.`__ __`seq.`__] :fire: :star:
    • [NIPS - View Stereo Machine. [__`seq.`__ __`recon.`__]
    • [ICCV - to-end 3D Neural Network for Multiview Stereopsis. [[theano](https://github.com/mjiUST/SurfaceNet)] [__`seq.`__ __`recon.`__] :fire: :star:

  • 2018

    • [CVPR
    • [CVPR - Zhan/Depth-VO-Feat)] [__`dep.`__] :fire: :star:
    • [CVPR - Motion from Monocular Video
    • [tensorflow
    • [ICRA
    • [CVPR
    • [CVPR - View Depth Prediction from Internet Photos. [[pytorch](https://github.com/zl548/MegaDepth)] [__`dep.`__ ] :fire: :star:
    • [CVPR
    • [CVPR - view Stereopsis [[pytorch](https://github.com/phuang17/DeepMVS)] [__`dep.`__ __`seq.`__ ] :fire: :star:
    • [ECCV - view Stereo [[pytorch](https://github.com/YoYo000/MVSNet)] [__`dep.`__ __`seq.`__ ] :fire: :star:
    • [3DV - time Multiview Depth Estimation Neural Network [[pytorch](https://github.com/HKUST-Aerial-Robotics/MVDepthNet)] [__`dep.`__ __`seq.`__ __`video.`__ ] :fire: :star:
    • [ECCV - freiburg/deeptam)] [__`dep.`__ __`seq.`__ __`video.`__ __`pose.`__] :fire: :star:
    • [ECCV - Net: Learning to Solve Nonlinear Least Squares for Monocular Stereo [__`dep.`__ __`seq.`__ __`video.`__ __`pose.`__] :fire: :star:
    • [CVPR - Zhan/Depth-VO-Feat)] [__`dep.`__ __`pos.`__ __`seq.`__ __`video.`__ __`uns.`__] :fire: :star:
    • [3DV - time Multiview Depth Estimation Neural Network [[pytorch](https://github.com/HKUST-Aerial-Robotics/MVDepthNet)] [__`dep.`__ __`seq.`__ __`video.`__ ] :fire: :star:
    • [ECCV - Net: Learning to Solve Nonlinear Least Squares for Monocular Stereo [__`dep.`__ __`seq.`__ __`video.`__ __`pose.`__] :fire: :star:

  • 2020

    • [Arxiv - invariant Depth Prediction Using Diverse Data. [[pytorch](https://github.com/YvanYin/DiverseDepth)] [__`dep.`__ ] :fire: :star:
    • [CVPR - Guided Ranking Loss for Single Image Depth Prediction [[pytorch](https://github.com/KexianHust/Structure-Guided-Ranking-Loss)] [__`dep.`__] :fire: :star:
    • [TPAMI - shot Cross-dataset Transfer[[pytorch](https://github.com/isl-org/MiDaS)] [__`dep.`__ ] :fire: :star:
    • [CVPR - Assisted-Stereo)] [__`dep.`__ __`seq.`__] :fire: :star:
    • [ECCV - Aware Depth Estimation with Adaptive Normal Constraints. [__`dep.`__ __`seq.`__ __`video.`__]
    • [TOG
    • [AAAI - View Stereo with Correlation Cost Volume [[code](https://github.com/GhiXu/CIDER)] [__`dep.`__ __`seq.`__ __`recon.`__ ]
    • [CVPR - Resolutoin Multi-View Stereo and Stereo Matching [[pytorch](https://github.com/alibaba/cascade-stereo)] [__`dep.`__ __`seq.`__ __`recon.`__ ]
    • [CVPR
    • [CVPR - View Stereo. [[pytorch](https://github.com/JiayuYANG/CVP-MVSNet)] [__`dep.`__ __`seq.`__ __`recon.`__ ]
    • [CVPR - MVSNet: Sparse-to-Dense Multi-View Stereo with Learned Propagation and Gauss-Newton Refinement. [[pytorch](https://github.com/svip-lab/FastMVSNet)] [__`dep.`__ __`seq.`__ __`recon.`__ ]
    • [CVPR - Aware Multi-View Stereo. [__`dep.`__ __`seq.`__ __`recon.`__ ]
    • [CVPR - Decoder Structure for Large-Scale Multi-view Stereo Reconstruction from An Open Aerial Dataset. [[tensorflow](https://github.com/gpcv-liujin/REDNet)] [__`dep.`__ __`seq.`__ __`recon.`__ ]
    • [ECCV - view Stereo Net with Self-adaptive View aggregation. [[pytorch](https://github.com/yhw-yhw/PVAMVSNet)] [__`dep.`__ __`seq.`__ __`recon.`__ ]
    • [ECCV - view Stereo Net with Dynamic Consistency Checking. [[pytorch](https://github.com/yhw-yhw/D2HC-RMVSNet)] [__`dep.`__ __`seq.`__ __`recon.`__ ]
    • [BMVC - aware Multi-view Stereo Network. [[pytorch](https://github.com/jzhangbs/Vis-MVSNet)] [__`dep.`__ __`seq.`__ __`recon.`__ ]
    • [ICLR - vl/DeepV2D)] [__`dep.`__ __`seq.`__ __`video.`__ __`pose.`__] :fire: :star:
    • [CVPR - Supervised Monocular Depth Estimation [[tensorflow](https://github.com/TRI-ML/packnet-sfm)] [__`dep.`__ __`seq.`__ __`video.`__ __`pose.`__ __`uns.`__] :fire: :star:
    • [CVPR - ML/packnet-sfm)] [__`dep.`__ __`seq.`__ __`video.`__ __`pose.`__ __`uns.`__] :fire: :star:
    • [ECCV - Supervised Long-Term Modeling. [__`dep.`__ __`seq.`__ __`video.`__ __`pose.`__ __`uns.`__]
    • [BMVC - aware Multi-view Stereo Network. [[pytorch](https://github.com/jzhangbs/Vis-MVSNet)] [__`dep.`__ __`seq.`__ __`recon.`__ ]

  • 2021

    • [AAAI - Wise Attention Network for Monocular Depth Estimation. [__`dep.`__ ]
    • [TPAMI
    • [CVPR
    • [CVPR - uofa/AdelaiDepth)] [__`dep.`__ ] :fire: :star:
    • [CVPR - uofa/AdelaiDepth)] [__`dep.`__ __`recon.`__] :fire: :star:
    • [ICCV - org/DPT)] [__`dep.`__ __`oth.`__] :fire: :star:
    • [CVPR
    • [CVPR - Time Coherent 3D Reconstruction from Monocular Video. [[pytorch](https://github.com/zju3dv/NeuralRecon)] [__`seq.`__ __`video.`__ __`recon.`__] :fire: :star:
    • [3DV
    • [WACV - range Attention Network for Multi-View Stereo. [__`dep.`__ __`seq.`__ __`recon.`__ ]
    • [CVPR - View Patchmatch Stereo [[pytorch](https://github.com/FangjinhuaWang/PatchmatchNet)] [__`dep.`__ __`seq.`__ __`recon.`__ ] :fire: :star:
    • [ICCV - RMVSNet: Adaptive Aggregation Recurrent Multi-view Stereo Network [[pytorch](https://github.com/QT-Zhu/AA-RMVSNet)] [__`dep.`__ __`seq.`__ __`recon.`__ ] :fire: :star:
    • [ICCV - MVSNet: Epipolar-Assembling Based Depth Prediction for Multi-View Stereo [[404](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/research/cv/eppmvsnet)] [__`dep.`__ __`seq.`__ __`recon.`__ ] :fire: :star:
    • [ICCV - view Stereo: A Novel Semi-supervised Learning Method for Multi-view Stereo. [__`dep.`__ __`seq.`__ __`recon.`__ ]
    • [3DV - View Stereo gone wild. [[pytorch](https://github.com/fdarmon/wild_deep_mvs)] [__`dep.`__ __`seq.`__ __`recon.`__ ]
    • [IJCV - consistent Depth Learning from Video. [[pytorch](https://github.com/JiawangBian/SC-SfMLearner-Release)] [__`dep.`__ __`seq.`__ __`video.`__ __`pose.`__ __`uns.`__] :fire: :star:
    • [NIPS - SLAM: Deep Visual SLAM for Monocular, Stereo, and RGB-D Cameras. [[pytorch](https://github.com/aim-uofa/AdelaiDepth)] [__`dep.`__ __`seq.`__ __`video.`__ __`pose.`__ __`oth.`__] :fire: :star:
    • [CVPR - View Structure-from-Motion Revisited. [__`dep.`__ __`seq.`__ __`video.`__ __`pose.`__ __`oth.`__] :fire: :star:
    • [CVPR
    • [CVPR - Object 3D Reconstruction [ __`recon.`__ __`oth.`__]
    • [CVPR
    • [NIPS - view 3D Reconstruction in the Wild [__`dep.`__ __`seq.`__ __`video.`__ __`recon.`__ __`oth.`__] :fire: :star:
    • [CVPR - View Patchmatch Stereo [[pytorch](https://github.com/FangjinhuaWang/PatchmatchNet)] [__`dep.`__ __`seq.`__ __`recon.`__ ] :fire: :star:

  • 2022

    • [CVPR - Efficient Multi-View Stereo. [[code](https://github.com/MiZhenxing/GBi-Net)] [__`dep.`__ __`seq.`__ __`recon.`__ ]
    • [CVPR - View Stereo: A Unified Representation and Focal Loss . [__`dep.`__ __`seq.`__ __`recon.`__ ]
    • [CVPR - Supervised Monocular Indoor Depth Estimation [__`dep.`__ __`seq.`__ __`video.`__ __`pose.`__ __`uns.`__]
    • [CVPR - View Stereo: A Unified Representation and Focal Loss . [__`dep.`__ __`seq.`__ __`recon.`__ ]
Programming Languages
Python 2
Categories
2021 23 2020 21 2019 20 2018 16 2022 4 2017 4
Sub Categories
Keywords
unsupervised-learning 1 optical-flow 1 motion-segmentation 1 depth-prediction 1 deep-learning 1 camera-pose 1 adversarial-collaboration 1 adversarial 1