awesome-hand-pose-estimation

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

Last synced: 5 days ago
JSON representation

Other Related Papers
- RGB
  - 2020 IJCV\
  - 2020 IJCV\
  - 2020 IJCV\
  - 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\
  - 2020 IJCV\
  - 2020 IJCV\
  - 2020 IJCV\
  - 2020 IJCV\
  - 2020 IJCV\
  - 2020 IJCV\
  - 2020 IJCV\
  - 2020 IJCV\
  - 2020 IJCV\
  - 2020 IJCV\
  - 2020 IJCV\
  - 2020 IJCV\
  - 2020 IJCV\
  - 2020 IJCV\
  - 2020 IJCV\
  - 2020 IJCV\
  - 2020 IJCV\
  - 2020 IJCV\
  - 2020 IJCV\
Conference Papers
- 2019 Others
  - 2019 ACCV
  - 2019 SIGGRAPH
  - 2019 ACCV
  - 2019 ACCV
  - 2019 ACCV
  - 2019 ACCV
  - 2019 ACCV
  - 2019 ACCV
  - 2019 ACCV
  - 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
  - 2019 ACCV
  - 2019 ACCV
  - 2019 ACCV
  - 2019 ACCV
  - 2019 ACCV
  - 2019 ACCV
  - 2019 ACCV
  - 2019 ACCV
  - 2019 ACCV
  - 2019 ACCV
  - 2019 ACCV
  - 2019 ACCV
  - 2019 ACCV
  - 2019 ACCV
  - 2019 ACCV
  - 2019 ACCV
  - 2019 ACCV
  - 2019 ACCV
  - 2019 ACCV
  - 2019 ACCV
  - 2019 ACCV
  - 2019 ACCV
  - 2019 ACCV
  - 2019 ACCV
  - 2019 ACCV
  - 2019 ACCV
  - 2019 ACCV
- 2018 ECCV
  - Hands18 Workshop
  - Hands18 Workshop
  - Hands18 Workshop
  - Hands18 Workshop
  - Hands18 Workshop
  - Hands18 Workshop
  - Hands18 Workshop
  - Hands18 Workshop
  - Hands18 Workshop
  - Hands18 Workshop
  - Hands18 Workshop - oriented-retargeting.html)
  - Hands18 Workshop
  - Hands18 Workshop
  - Hands18 Workshop
  - Hands18 Workshop
  - Hands18 Workshop
  - Hands18 Workshop
  - Hands18 Workshop
  - Hands18 Workshop
  - Hands18 Workshop
  - Hands18 Workshop
  - Hands18 Workshop
  - Hands18 Workshop
  - Hands18 Workshop - oriented-retargeting.html)
  - Hands18 Workshop
  - Hands18 Workshop
  - Hands18 Workshop
  - Hands18 Workshop
  - Hands18 Workshop
  - Hands18 Workshop
  - Hands18 Workshop
  - Hands18 Workshop
  - Hands18 Workshop
  - Hands18 Workshop
  - Hands18 Workshop
  - Hands18 Workshop
  - Hands18 Workshop
  - Hands18 Workshop
  - Hands18 Workshop
  - Hands18 Workshop
  - Hands18 Workshop
  - Hands18 Workshop
  - Hands18 Workshop
  - Hands18 Workshop
  - Hands18 Workshop
  - Hands18 Workshop
  - Hands18 Workshop
  - Hands18 Workshop
  - Hands18 Workshop
  - Hands18 Workshop
  - Hands18 Workshop
  - Hands18 Workshop
  - Hands18 Workshop
  - Hands18 Workshop
  - Hands18 Workshop
  - Hands18 Workshop
  - Hands18 Workshop
  - Hands18 Workshop
  - Hands18 Workshop
  - Hands18 Workshop
  - Hands18 Workshop
  - Hands18 Workshop
  - Hands18 Workshop
  - Hands18 Workshop
  - Hands18 Workshop
  - Hands18 Workshop
  - Hands18 Workshop
  - Hands18 Workshop
  - Hands18 Workshop
  - Hands18 Workshop
  - Hands18 Workshop
  - Hands18 Workshop
  - Hands18 Workshop
  - Hands18 Workshop
  - Hands18 Workshop
  - Hands18 Workshop
  - Hands18 Workshop
  - Hands18 Workshop
- 2018 Others
  - 2018 PCM
  - 2018 PCM
  - 2018 ACCV
  - 2018 PCM
  - 2018 PCM
  - 2018 BMVC
  - 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
  - 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 PCM
  - 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 PCM
  - 2018 PCM
  - 2018 PCM
  - 2018 PCM
  - 2018 PCM
  - 2018 PCM
  - 2018 PCM
  - 2018 PCM
  - 2018 PCM
  - 2018 PCM
  - 2018 PCM
  - 2018 3DV
  - 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
- 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
  - 2017 BMVC
  - 2017 BMVC
  - 2017 BMVC
  - 2017 BMVC
  - 2017 BMVC
  - 2017 BMVC
  - 2017 BMVC
  - 2017 BMVC
  - 2017 BMVC
  - 2017 BMVC
  - 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 BMVC
  - 2017 BMVC
  - 2017 BMVC
  - 2017 BMVC
  - 2017 BMVC
  - 2017 BMVC
  - 2017 BMVC
  - 2017 BMVC
  - 2017 BMVC
  - 2017 BMVC
  - 2017 BMVC
  - 2017 BMVC
  - 2017 BMVC
  - 2017 BMVC
  - 2017 BMVC
  - 2017 BMVC
  - 2017 BMVC
  - 2017 BMVC
  - 2017 BMVC
- 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 ICRA - hand-object-pose)
- 2021 ICCV
  - \[PDF\
  - \[PDF\
  - \[PDF\
  - \[PDF\
  - \[PDF\
  - \[PDF\
  - \[PDF\
  - \[PDF\ - inf.mpg.de/projects/EventHands/)
  - \[PDF\
  - \[PDF\
  - \[PDF\
  - \[PDF\
  - \[PDF\ - DMTL)
  - \[PDF\
  - \[PDF\
  - \[PDF\ - Hand-Shape-Pose)
  - \[PDF\
  - \[PDF\
  - \[PDF\
  - \[PDF\
  - \[PDF\ - DMTL)
- 2022 CVPR
  - \[PDF\
  - \[PDF\
  - \[PDF\ - SJTU/ArtiBoost)
  - \[PDF\
  - \[PDF\
  - \[PDF\
  - \[PDF\
  - \[PDF\
  - \[PDF\
  - \[PDF\ - hand-object/)
  - \[PDF\
  - \[PDF\ - ait.github.io/d-grasp/)
  - \[PDF\
  - \[PDF\
  - \[PDF\
  - \[PDF\
  - \[PDF\
  - \[PDF\ - SJTU/ArtiBoost)
- 2022 Others
  - 2022 AAAI - virtualview/) [\[Code\]](https://github.com/iscas3dv/handpose-virtualview)
- 2021 CVPR
  - \[PDF\
  - \[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)
- 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\
- 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\
- 2020 ECCV
  - \[PDF\ - s13/COCO-WholeBody)
  - \[PDF\
  - \[PDF\
  - \[PDF\
  - \[PDF\ - s13/COCO-WholeBody)
  - \[PDF\
  - \[PDF\
  - \[PDF\ - inf.mpg.de/projects/HandTextureModel/)
  - \[PDF\
  - \[PDF\
  - \[PDF\
  - \[PDF\ - MeshNet_RELEASE)
  - \[PDF\
  - \[PDF\
  - \[PDF\
  - \[PDF\ - P2O) *(Spotlight)*
- 2023 ICCV
  - \[PDF\ - NeRF/index.html) [\[Code\]](https://github.com/iscas3dv/HO-NeRF) [\[Data\]](https://pan.baidu.com/s/1t7oRCtJe0qBYazbC7CZoiA?pwd=8rc4)
  - \[PDF\
  - \[PDF\
  - \[PDF\
  - \[PDF\
  - \[PDF\
  - \[PDF\
  - \[PDF\
  - \[PDF\
  - \[PDF\ - Graphormer/) [\[Code\]](https://github.com/google-research/google-research/tree/master/spectral_graphormer)
  - \[PDF\
  - \[PDF\
  - \[PDF\
  - \[PDF\
  - \[PDF\
  - \[PDF\
  - \[PDF\
  - \[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 DICTA
  - 2021 IROS
  - 2021 AAAI - aca/LearnableGroups-Hand)
  - 2021 3DV
  - 2021 BMVC
- 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
- 2019 CVPR
  - \[PDF\
  - \[PDF\
  - \[PDF\
  - \[PDF\
  - \[PDF\ - x.is.tue.mpg.de/) [\[Code\]](https://github.com/vchoutas/smplify-x) *(Oral)*
  - \[PDF\
- 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
- 2017 CVPR
  - \[PDF\ - Perceptual-Computing-Lab/openpose)
- 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\
  - \[PDF\
  - \[PDF\
  - \[PDF\
  - \[PDF\
  - \[PDF\
  - \[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
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\
Workshops
- RGB

awesome-hand-pose-estimation

Other Related Papers

RGB

Conference Papers

2019 Others

2018 ECCV

2018 Others

2023 CVPR

2022 ECCV

2017 Others

2020 Others

2021 ICCV

2022 CVPR

2022 Others

2021 CVPR

2020 CVPR

2018 CVPR

2020 ECCV

2023 ICCV

2023 Others

2021 Others

2014 Others & Before

2019 ICCV

2019 CVPR

2017 ICCV

2017 CVPR

2016 ECCV

2016 CVPR

2016 Others

2015 ICCV

2015 CVPR

2015 Others

2014 CVPR

2024 CVPR

Journal Papers

Other Journals

TPAMI / IJCV

Challenges

RGB

Datasets

RGB

Depth

RGB+Depth

arXiv Papers

Theses

2014 Others & Before

Workshops

RGB