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awesome-hand-pose-estimation

Awesome work on hand pose estimation/tracking
https://github.com/xinghaochen/awesome-hand-pose-estimation

Last synced: 4 days ago
JSON representation

Other Related Papers
- RGB
  - 2020 IJCV\
  - 2020 IJCV\
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  - 2020 IJCV\
  - 2020 IJCV\
  - 2020 IJCV\
  - 2020 IJCV\
  - 2019 ICCV\ - CNN)
  - 2020 IJCV\
  - 2020 IJCV\
  - 2020 IJCV\
  - \[arXiv 2011.07252\ - hand Segmentation and Detection. [\[PDF\]](https://arxiv.org/pdf/2011.07252.pdf) [\[Code\]](https://github.com/AlextheEngineer/Ego2Hands)
  - 2020 IJCV\
  - 2019 ICCV\ - CNN)
  - 2018 CVPRW\
  - 2018 CVPR\
  - 2018 CVPR\ - Segmentation-in-the-Wild)
  - 2018 CVPR\
  - 2017 CVPR\
  - 2020 IJCV\
  - 2020 IJCV\
  - 2020 IJCV\
  - 2017 CVPR\ - Tensorflow\]](https://github.com/carpedm20/simulated-unsupervised-tensorflow) [\[Code-Keras\]](https://github.com/wayaai/SimGAN) [\[Code-Tensorflow-NYU-Hand\]](https://github.com/shinseung428/simGAN_NYU_Hand) *(CVPR Best Paper Award)*
  - 2020 IJCV\
  - 2020 IJCV\
  - 2020 IJCV\
  - 2020 IJCV\
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  - 2018 CVPRW\
  - 2020 IJCV\
  - 2020 IJCV\
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Conference Papers
- 2019 Others
  - 2019 ACCV
  - 2019 SIGGRAPH
  - 2019 ACCV
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  - 2019 ACCV
  - 2019 ACCV
  - 2019 ACCV
  - 2019 ACCV
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  - 2019 ACCV
  - 2019 ACCV
  - 2019 SIGGRAPH - glove/)
  - 2019 SIGGRAPH - inf.mpg.de/projects/TwoHands/)
  - 2019 FG
  - 2019 ACCV
  - 2019 ICASSP
  - 2019 ICASSP
  - 2019 ICRA - Group/TeachNet_Teleoperation)
  - 2019 WACV
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- 2018 ECCV
  - Hands18 Workshop
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- 2018 Others
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  - 2018 PCM
  - 2018 PCM
  - 2018 PCM
  - 2018 PCM
  - 2018 ISMAR
  - 2018 ACCV
  - 2018 ACCV
  - 2018 PCM
  - 2018 PCM
  - 2018 ICPR
  - 2018 ICPR
  - 2018 3DV
  - 2018 ICIP
  - 2018 ICIP
  - 2018 BMVC
  - 2018 BMVC
  - 2018 FG
  - 2018 PCM
  - 2018 PCM
  - 2018 PCM
  - 2018 PCM
  - 2018 PCM
  - 2018 PCM
  - 2018 PCM
  - 2018 PCM
  - 2018 PCM
  - 2018 PCM
  - 2018 PCM
  - 2018 PCM
  - 2018 WACV - ModelBasedTracker/MonocularRGB_3D_Handpose_WACV18)
  - 2018 PCM
  - 2018 PCM
  - 2018 PCM
  - 2018 PCM
  - 2018 PCM
  - 2018 PCM
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  - 2018 PCM
  - 2018 PCM
  - 2018 PCM
  - 2018 PCM
  - 2018 PCM
  - 2018 3DV
  - 2018 PCM
  - 2018 PCM
  - 2018 PCM
  - 2018 PCM
  - 2018 PCM
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  - 2018 PCM
  - 2018 PCM
  - 2018 WACV - ModelBasedTracker/MonocularRGB_3D_Handpose_WACV18)
  - 2018 PCM
  - 2018 PCM
  - 2018 PCM
  - 2018 PCM
- 2023 CVPR
  - \[PDF\
  - \[PDF\ - Transformer)
  - \[PDF\
  - \[Project\
  - \[Project\
  - \[PDF\
  - \[PDF\
  - \[PDF\ - project/)
  - \[PDF\
  - \[PDF\ - www/)
  - \[PDF\
  - \[PDF\
  - \[PDF\
  - \[PDF\ - two-hands/) [\[Code\]](https://github.com/jyunlee/Im2Hands)
  - \[PDF\ - page/) [\[Code\]](https://github.com/ZhengdiYu/Arbitrary-Hands-3D-Reconstruction)
  - \[PDF\
  - \[PDF\ - two-hands/) [\[Code\]](https://github.com/jyunlee/Im2Hands)
  - \[PDF\
  - \[PDF\ - project/)
  - \[PDF\
- 2022 ECCV
  - \[PDF\
  - \[PDF\
  - \[PDF\
  - \[PDF\ - hand-ps-da/)
  - \[PDF\ - my.sharepoint.com/personal/js20_connect_hku_hk/_layouts/15/onedrive.aspx?id=%2Fpersonal%2Fjs20%5Fconnect%5Fhku%5Fhk%2FDocuments%2FAIH%5Fdataset&ga=1)
  - \[PDF\ - ami/FastMETRO)
- 2017 Others
  - 2017 BMVC
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  - 2017 3DV
  - 2017 ICIP - ensemble-network)
  - 2017 ICIP
  - 2017 BMVC
  - 2017 BMVC
  - 2017 ICRA
  - 2017 FG - content/uploads/2017/06/FG2017Hand.pdf)
  - 2017 FG
  - 2017 BMVC
  - 2017 BMVC
  - 2017 BMVC
  - 2017 BMVC
  - 2017 BMVC
  - 2017 BMVC
  - 2017 BMVC
  - 2017 ICIP - ensemble-network)
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- 2021 CVPR
  - \[PDF\
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  - \[PDF\
  - \[PDF\ - ycb.github.io/) [\[Code\]](https://github.com/NVlabs/dex-ycb-toolkit)
  - \[PDF\
  - \[PDF\
  - \[PDF\
  - \[PDF\ - Hand-Object/) [\[Code\]](https://github.com/stevenlsw/Semi-Hand-Object)
  - \[PDF\
  - \[PDF\ - ycb.github.io/) [\[Code\]](https://github.com/NVlabs/dex-ycb-toolkit)
  - \[PDF\
- 2020 Others
  - 2020 BMVC
  - 2020 ICRA - hand-object-pose)
  - 2020 CVPRW
  - 2020 ISMAR
  - 2020 ISMAR
  - 2020 3DV
  - 2020 SIGGRAPH Asia - dense-hand-surface-tracking-with-elasticity/)
  - 2020 SIGGRAPH Asia - inf.mpg.de/projects/RGB2Hands/)
  - 2020 MM - hand)
  - 2020 MM
  - 2020 MM
  - 2020 BMVC
  - 2020 BMVC
  - 2020 BMVC
  - 2020 BMVC
  - 2020 FG
  - 2020 FG
  - 2020 IROS
  - 2020 WACV
  - 2020 AAAI - 07/AWR-Adaptive-Weighting-Regression)
  - 2020 WACV
  - 2020 WACV
  - 2020 WACV
  - 2020 WACV
  - 2020 ICASSP
  - 2020 ICASSP - H3S-2020-02.html)
  - 2020 CHI
  - 2020 ICRA - hand-object-pose)
- 2020 ECCV
  - \[PDF\
  - \[PDF\ - s13/COCO-WholeBody)
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  - \[PDF\
  - \[PDF\
  - \[PDF\ - s13/COCO-WholeBody)
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  - \[PDF\ - inf.mpg.de/projects/HandTextureModel/)
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  - \[PDF\ - MeshNet_RELEASE)
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  - \[PDF\ - P2O) *(Spotlight)*
- 2021 ICCV
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  - \[PDF\ - inf.mpg.de/projects/EventHands/)
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  - \[PDF\ - DMTL)
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  - \[PDF\ - Hand-Shape-Pose)
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- 2022 CVPR
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  - \[PDF\ - SJTU/ArtiBoost)
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  - \[PDF\ - hand-object/)
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  - \[PDF\ - ait.github.io/d-grasp/)
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  - \[PDF\
  - \[PDF\
  - \[PDF\ - SJTU/ArtiBoost)
- 2022 Others
  - 2022 AAAI - virtualview/) [\[Code\]](https://github.com/iscas3dv/handpose-virtualview)
- 2020 CVPR
  - \[PDF\
  - \[PDF\
  - \[PDF\ - data.net/hand/)
  - \[PDF\ - he/epipolar-transformers)
  - \[PDF\
  - \[PDF\
  - \[PDF\
  - \[PDF\ - hand)
  - \[PDF\
  - \[PDF\ - lepetit/research-projects/hand-object-3d-pose-annotation/) [\[Code\]](https://github.com/shreyashampali/ho3d)
  - \[PDF\
  - \[PDF\ - hand)
  - \[PDF\ - lepetit/research-projects/hand-object-3d-pose-annotation/) [\[Code\]](https://github.com/shreyashampali/ho3d)
  - \[PDF\
  - \[PDF\
- 2018 CVPR
  - \[3D HUMANS Workshop\
  - \[PDF\ - person-hands/) [\[Code\]](https://github.com/guiggh/hand_pose_action)
  - \[PDF\ - lepetit/research-projects/feature-mapping/)
  - \[PDF\
  - \[PDF\ - person-hands/) [\[Code\]](https://github.com/guiggh/hand_pose_action)
  - \[PDF\
  - \[PDF\
  - \[PDF\ - lepetit/research-projects/feature-mapping/)
  - \[PDF\ - PoseNet_RELEASE)
  - \[PDF\
  - \[PDF\ - hands-3d) *(Spotlight)*
  - \[PDF\
- 2019 CVPR
  - \[PDF\
  - \[PDF\
  - \[PDF\
  - \[PDF\
  - \[PDF\
  - \[PDF\ - x.is.tue.mpg.de/) [\[Code\]](https://github.com/vchoutas/smplify-x) *(Oral)*
  - \[PDF\
- 2017 CVPR
  - \[PDF\
  - \[PDF\ - Perceptual-Computing-Lab/openpose)
- 2023 ICCV
  - \[PDF\ - NeRF/index.html) [\[Code\]](https://github.com/iscas3dv/HO-NeRF) [\[Data\]](https://pan.baidu.com/s/1t7oRCtJe0qBYazbC7CZoiA?pwd=8rc4)
  - \[PDF\
  - \[PDF\
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  - \[PDF\ - Graphormer/) [\[Code\]](https://github.com/google-research/google-research/tree/master/spectral_graphormer)
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  - \[PDF\
  - \[PDF\ - inf.mpg.de/projects/LiveHand/) [\[Code\]](https://github.com/amundra15/livehand)
- 2023 Others
  - 2023 ICCVW
  - 2023 AAAI
  - 2023 WACV - Net)
  - 2023 NeurIPS - hand-flow/)
  - 2023 NeurIPS - hand-flow/)
- 2021 Others
  - 2021 3DV
  - 2021 3DV - alexfan.github.io/digit) [\[Code\]](https://github.com/zc-alexfan/digit-interacting) *(Oral)*
  - 2021 DICTA
  - 2021 BMVC
  - 2021 BMVC
  - 2021 BMVC
  - 2021 SIGGRAPH
  - 2021 SIGGRAPH
  - 2021 IROS
  - 2021 AAAI - aca/LearnableGroups-Hand)
  - 2021 WACV
  - 2021 WACV
  - 2021 WACV
  - 2021 WACV
  - 2021 BMVC
  - 2021 PETRA
  - 2021 DICTA
  - 2021 IROS
  - 2021 AAAI - aca/LearnableGroups-Hand)
  - 2021 3DV
  - 2021 BMVC
  - 2021 WACV
- 2014 Others & Before
  - 2013 ICCV\
  - 2014 SIGGRAPH\
  - 2011 BMVC\ - ModelBasedTracker/HandTracker)
- 2019 ICCV
  - \[PDF\ - freiburg.de/projects/freihand/) [\[Code\]](https://github.com/lmb-freiburg/freihand)
  - \[PDF\
  - \[PDF\
  - \[PDF\
  - \[PDF\ - HandNet)
  - \[PDF\
  - \[PDF\
  - HANDS19 Workshop
  - HANDS19 Workshop
  - HANDS19 Workshop
- 2017 ICCV
  - \[PDF\ - freiburg.de/projects/hand3d/) [\[Code\]](https://github.com/lmb-freiburg/hand3d)
  - \[PDF\
  - Hands17 Workshop
  - Hands17 Workshop - detection-and-3d-pose-estimation/) [\[Code\]](https://github.com/moberweger/deep-prior-pp)
  - Hands17 Workshop
- 2016 ECCV
  - \[PDF\
  - \[PDF\
- 2016 CVPR
  - \[PDF\ - auto-anno)
  - \[PDF\
- 2016 Others
  - 2016 NIPS - group/DISCONets)
  - 2016 ACCV\
  - 2016 ICPR\
  - 2016 ICPR\
  - 2016 IJCAI\
  - 2016 SIGGRAPH\
- 2015 ICCV
  - \[PDF\
  - \[PDF\
  - \[PDF\
  - \[PDF\
  - \[PDF\ - collaborative-filtering-approach-to-real-time-hand-pose-estimation/)
  - \[PDF\
  - \[PDF\
- 2015 CVPR
  - \[PDF\
- 2015 Others
  - 2015 BMVC\ - bischof/lrs/downloads/hybridhpe/)
  - 2015 BMVC\
  - 2015 CHI\ - us/research/publication/accurate-robust-and-flexible-real-time-hand-tracking/)
  - 2015 CVWW\ - prior)
  - 2015 FG\ - pose-estimation.html)
  - 2015 BMVC\ - bischof/lrs/downloads/hybridhpe/)
- 2014 CVPR
  - \[PDF\ - us/research/people/yichenw/)
  - \[PDF\
  - \[PDF\ - us/research/publication/user-specific-hand-modeling-from-monocular-depth-sequences/)
  - \[PDF\
- 2024 CVPR
  - \[PDF\
  - \[PDF\
  - \[PDF\
  - \[PDF\
  - \[PDF\
  - \[PDF\ - alexfan/hold)
  - \[PDF\
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  - \[PDF\
Journal Papers
- Other Journals
  - 2018 IVC\
  - 2018 TCYB\
  - 2023 ESWA\ - Net)
  - 2022 TIP\
  - 2022 Technologies\
  - 2022 TCSVT\
  - 2021 TIP\
  - 2021 TIP\
  - 2021 Neurocomputing\
  - 2021 TMM\
  - 2020 TIP\
  - 2020 Signal Process Image Commun\
  - 2020 TCSVT\
  - 2020 TVCG\
  - 2019 Computers & Graphics\
  - 2019 TIP\ - SRH-2019-07.html)
  - 2019 Sensors\
  - 2019 [RA-L - aware 3D Hand Pose from a Single RGB Image. [\[PDF\]](https://www.researchgate.net/profile/Yida_Wang/publication/334639748_Variational_Object-aware_3D_Hand_Pose_from_a_Single_RGB_Image/links/5d3a1a41a6fdcc370a6048df/Variational-Object-aware-3D-Hand-Pose-from-a-Single-RGB-Image.pdf) [\[Code\]](https://github.com/wangyida/VO-handpose)
  - 2018 PR\
  - 2018 IVC\
  - 2018 TCSVT\ - MCC-2018-10.html) [\[Code\]](https://www.yangangwang.com/papers/WANG-MCC-2018-10.html)
  - 2018 TCYB\
  - 2018 IEEE Access\ - Net)
  - 2018 Neurocomputing\ - REN) [\[Code\]](https://github.com/xinghaochen/Pose-REN)
  - 2018 TIP\
  - 2017 TCYB\
  - 2017 TCSVT\
  - 2017 CVIU
  - 2017 Neurocomputing\
  - 2016 CVIU\ - pose-estimation.html)
  - 2015 TCSVT\
  - 2014 TMM\
- TPAMI / IJCV
  - 2018 TPAMI\
  - 2018 TPAMI\
  - 2023 TPAMI\
  - 2022 TPAMI\
  - 2021 TPAMI\
  - 2020 TPAMI\
  - 2019 TPAMI\
  - 2018 TPAMI\
  - 2018 IJCV\
  - 2018 TPAMI\
  - 2016 IJCV\ - star.edu.sg/archive/machine_learning/Projects/behaviorAnalysis/Lie-X/Lie-X.html)
  - 2016 TPAMI\
  - 2019 TPAMI\ - lepetit/research-projects/joint-3d-hand-object-pose-estimation/)
  - 2024 TPAMI\
  - 2024 TPAMI\
  - 2016 IJCV\ - star.edu.sg/archive/machine_learning/Projects/behaviorAnalysis/Lie-X/Lie-X.html)
Challenges
- RGB
  - The 2017 Hands in the Million Challenge on 3D Hand Pose Estimation
  - Depth-Based 3D Hand Pose Estimation: From Current Achievements to Future Goals.
  - HANDS 2017
  - 1
  - Depth-Based Task - Based Hand-Object Task](https://competitions.codalab.org/competitions/20449), [RGB-Based Hand-Object Task](https://competitions.codalab.org/competitions/21116)
  - Frame and Tracking Task - Object Task](https://competitions.codalab.org/competitions/17452#results)
  - The 2017 Hands in the Million Challenge on 3D Hand Pose Estimation
  - HANDS 2019
  - 2
  - Measuring Generalisation to Unseen Viewpoints, Articulations, Shapes and Objects for 3D Hand Pose Estimation under Hand-Object Interaction
  - Measuring Generalisation to Unseen Viewpoints, Articulations, Shapes and Objects for 3D Hand Pose Estimation under Hand-Object Interaction
  - Depth-Based 3D Hand Pose Estimation: From Current Achievements to Future Goals.
Datasets
- RGB
  - CMU Panoptic HandDB - | ❌ | 21 | 3rd | - | 14,817 | CVPR 2017 [\[PDF\]](https://arxiv.org/pdf/1704.07809) | TODO - waiting for confirmation from authors. |
  - MHP - | ❌ | 21 | 3rd | 9 | 80k | IVC 2017 [\[PDF\]](https://arxiv.org/pdf/1707.03742.pdf) | [BSD](http://www.rovit.ua.es/dataset/mhpdataset/license.txt) |
  - FreiHAND - | ✅ | 21 | 3rd | - | 130k/3960 | ICCV 2019 [\[PDF\]](https://arxiv.org/pdf/1909.04349.pdf) | [Research Only](https://lmb.informatik.uni-freiburg.de/resources/datasets/FreihandDataset.en.html) |
  - 1
  - InterHand2.6M - BY-NC 4.0](https://github.com/facebookresearch/InterHand2.6M#license) |
  - OneHand10K - | ❌ | 21 | 3rd | 1 | 10k/1.3k | TCSVT 2019 [\[PDF\]](https://yangangwang.com/papers/WANG-MCC-2018-10.pdf) | [Non-Commercial](https://www.yangangwang.com/papers/WANG-MCC-2018-10.html) |
  - GANerated Hands - | Both | 21 | ego | - | 330k | CVPR 2018 [\[PDF\]](https://handtracker.mpi-inf.mpg.de/projects/GANeratedHands/content/GANeratedHands_CVPR2018.pdf) | [Scientific / Non-commercial](https://handtracker.mpi-inf.mpg.de/projects/GANeratedHands/GANeratedDataset.htm) |
- Depth
  - NYU
  - ICVL
  - MSRA15 - foundation.org/openaccess/content_cvpr_2015/papers/Sun_Cascaded_Hand_Pose_2015_CVPR_paper.pdf) | No mention. Issue raised : [link](https://github.com/geliuhao/CVPR2016_HandPoseEstimation/issues/10#issue-1871626249) |
  - SynHandEgo - | ego | - | - | Computers & Graphics 2019 [\[PDF\]](https://www.dfki.de/fileadmin/user_upload/import/10684_CAG_Jameel.pdf) | |
  - FHAD
  - MSRC (FingerPaint) - HandTracking.pdf) | |
  - HandNet - BMVC15.pdf) | |
  - MSRA14 - foundation.org/openaccess/content_cvpr_2014/papers/Qian_Realtime_and_Robust_2014_CVPR_paper.pdf) | |
  - ASTAR - | ❌ | 20 | 3rd | 30 | 870 | ICCV 2013 [\[PDF\]](http://www.cv-foundation.org/openaccess/content_iccv_2013/papers/Xu_Efficient_Hand_Pose_2013_ICCV_paper.pdf) | |
  - SynHand5M - | ❌ | M | 3rd | - | 5M | 3DV 2018 [\[PDF\]](https://arxiv.org/pdf/1808.09208.pdf) | |
- RGB+Depth
  - ContactPose
  - ObMan - | - | - | 150k | CVPR 2019 [\[PDF\]](https://openaccess.thecvf.com/content_CVPR_2019/papers/Hasson_Learning_Joint_Reconstruction_of_Hands_and_Manipulated_Objects_CVPR_2019_paper.pdf) | [Non-Commercial / Scientific](https://www.di.ens.fr/willow/research/obman/data/requestaccess.php) |
  - RHD - | ❌ | 21 | 3rd | 20 | 41k/2.7k | ICCV 2017 [\[PDF\]](https://arxiv.org/pdf/1705.01389.pdf) | [Research Only](https://lmb.informatik.uni-freiburg.de/resources/datasets/RenderedHandposeDataset.en.html) |
  - UCI-EGO - | ❌ | 26 | ego | 2 | 400 | ECCVW 2014 [\[PDF\]](https://www.cs.cmu.edu/~deva/papers/egocentric_depth_workshop.pdf) | No restriction mentioned in the file downloaded. |
arXiv Papers
- \[arXiv:2102.07067\
- \[arXiv:2012.11260\ - Consistent Self-Training for 3D Hand-Object Joint Reconstruction. [\[PDF\]](https://arxiv.org/pdf/2012.11260.pdf)
- \[arXiv:2008.08324\
- \[arXiv:2006.05927\
- \[arXiv:2001.08047\
- \[arXiv:2001.00702\ - Based 3D Hand Pose Estimation. [\[PDF\]](https://arxiv.org/pdf/2001.00702.pdf) [\[Code\]](https://github.com/wozhangzhaohui/HandAugment)
- \[arXiv:1912.12436\ - Net: 3D Hand Pose Estimation from Silhouettes. [\[PDF\]](https://arxiv.org/pdf/1912.12436.pdf)
- \[arXiv:1911.12501\ - to-end Framework for Unconstrained Monocular 3D Hand Pose Estimation. [\[PDF\]](https://arxiv.org/pdf/1911.12501.pdf)
- \[arXiv:1912.01875\
- \[arXiv:1911.07424\
- \[arXiv:1807.00898\ - based Hand Pose Estimation for Generalized Hand Shape with Appearance Normalization. [\[PDF\]](https://arxiv.org/pdf/1807.00898.pdf)
- \[arXiv:1705.09606\ - to-end Global to Local CNN Learning for Hand Pose Recovery in Depth data. [\[PDF\]](https://arxiv.org/pdf/1705.09606.pdf)
- \[arXiv:1704.02224\
- \[arXiv:1612.00596\
- \[arXiv:2206.04927\ - Based Semi-Supervised 3D Hand Pose Estimation with Consistency Training. [\[PDF\]](https://arxiv.org/abs/2303.15147)
- \[arXiv:2206.04927\ - hand 3D Global Pose Estimation. [\[PDF\]](https://arxiv.org/abs/2206.04927)
- \[arXiv:2206.07117\ - Net: A Model for Accurate Depth-Based 3D Hand Pose Estimation. [\[PDF\]](https://arxiv.org/abs/2206.07117) [\[Code\]](https://github.com/mrezaei92/TriHorn-Net)
- \[arXiv:2202.04533\ - rigid Hand Model with Bones and Muscles. [\[PDF\]](https://arxiv.org/pdf/2202.04533)
- \[arXiv:2201.09548\ - supervised Learning. [\[PDF\]](https://arxiv.org/pdf/2201.09548)
- \[arXiv:2111.06500\
- \[arXiv:2109.14744\ - Object Interactions. [\[PDF\]](https://arxiv.org/pdf/2109.14744)
- \[arXiv:2109.14657\ - Object Interactions from Hand Pose Estimation. [\[PDF\]](https://arxiv.org/pdf/2109.14657)
- \[arXiv:2109.11747\ - View Video-Based 3D Hand Pose Estimation. [\[PDF\]](https://arxiv.org/pdf/2109.11747)
- \[arXiv:2108.13995\
- \[arXiv:2108.07044\ - object reconstruction from RGB videos. [\[PDF\]](https://arxiv.org/pdf/2108.07044) [\[Project\]](https://hassony2.github.io/homan.html) [\[Code\]](https://github.com/hassony2/homan)
- \[arXiv:2107.00887\ - 3D_v3: Improving the Accuracy of Hand-Object Annotations of the HO-3D Dataset. [\[PDF\]](https://arxiv.org/abs/2107.00887)
- \[arXiv:2106.05954\ - supervised Hand Pose Estimation. [\[PDF\]](https://arxiv.org/pdf/2106.05954)
- \[arXiv:2106.04324\ - freiburg.de/projects/contra-hand/) [\[Code\]](https://github.com/lmb-freiburg/contra-hand) [\[Data\]](https://lmb.informatik.uni-freiburg.de/resources/datasets/HanCo.en.html)
- \[arXiv:2104.14639\
Theses
- 2014 Others & Before
  - 2020\
  - Georg Poier
  - 2018\
  - Chiho Choi
  - Shanxin Yuan
  - Qi Ye
  - 2018\
  - Markus Oberweger
  - 2018\
  - Umar Iqbal
  - 2018\
  - 2016\
  - Srinath Sridhar
  - Danhang Tang
  - Natalia Neverova
  - 2015\
  - Iason Oikonomidis
  - 2015\
  - Hui Liang
  - 2015\
  - Jonathan Tompson
  - 2018\
  - Philip Krejov
  - 2018\ - collection.ethz.ch/handle/20.500.11850/266852)
  - 2018\
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