awesome-hand-pose-estimation
Awesome work on hand pose estimation/tracking
https://github.com/xinghaochen/awesome-hand-pose-estimation
Last synced: 11 days ago
JSON representation
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arXiv Papers
- \[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\
- \[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\
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Challenges
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RGB
- 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.
- 2
- HANDS 2019
- 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
- The 2017 Hands in the Million Challenge on 3D Hand Pose Estimation
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Conference Papers
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2014 CVPR
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2014 Others & Before
- 2014 SIGGRAPH\
- 2013 ICCV\
- 2011 BMVC\ - ModelBasedTracker/HandTracker)
- 2013 ICCV\ - star.edu.sg/~xuchi/dhand.htm)
- 2013 ICCV\ - inf.mpg.de/projects/handtracker_iccv2013/)
- 2012 ECCV\
- 2011 CVPRW\
- 2011 CVPRW\
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2015 CVPR
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2015 ICCV
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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 CHI\ - us/research/publication/accurate-robust-and-flexible-real-time-hand-tracking/)
- 2015 FG\ - pose-estimation.html)
- 2015 FG\ - pose-estimation.html)
- 2015 BMVC\ - bischof/lrs/downloads/hybridhpe/)
- 2015 SGP\
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2016 CVPR
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2016 ECCV
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2016 Others
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2017 CVPR
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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)
- \[PDF\ - inf.mpg.de/projects/OccludedHands/)
- \[PDF\ - hand-pose-estimation-during-the-interaction-with-an-unknown-object/)
- \[PDF\ - hand-articulations-by-hallucinating-heat-distribution/)
- \[PDF\ - freiburg.de/projects/hand3d/) [\[Code\]](https://github.com/lmb-freiburg/hand3d)
- \[PDF\
- Hands17 Workshop
- Hands17 Workshop
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2017 Others
- 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 SIGGRAPH Asia
- 2017 SIGGRAPH Asia
- 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 SIGGRAPH Asia
- 2017 BMVC
- 2017 BMVC
- 2017 SIGGRAPH Asia
- 2017 BMVC
- 2017 BMVC
- 2017 BMVC
- 2017 BMVC
- 2017 BMVC
- 2017 BMVC
- 2017 BMVC
- 2017 3DV
- 2017 3DV
- 2017 ICIP - ensemble-network)
- 2017 SIGGRAPH Asia
- 2017 BMVC
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2018 CVPR
- \[PDF\ - person-hands/) [\[Code\]](https://github.com/guiggh/hand_pose_action)
- \[PDF\
- \[PDF\
- \[PDF\ - lepetit/research-projects/feature-mapping/)
- \[PDF\ - PoseNet_RELEASE)
- \[PDF\
- \[3D HUMANS Workshop\
- \[PDF\ - hands-3d) *(Spotlight)*
- \[PDF\
- \[PDF\ - inf.mpg.de/projects/GANeratedHands/content/GANeratedHands_CVPR2018_Supp.pdf) [\[Project\]](http://handtracker.mpi-inf.mpg.de/projects/GANeratedHands/) *(Spotlight)*
- \[PDF\ - person-hands/) [\[Code\]](https://github.com/guiggh/hand_pose_action)
- \[PDF\
- \[PDF\
- \[PDF\ - lepetit/research-projects/feature-mapping/)
- \[PDF\ - PoseNet_RELEASE)
- \[PDF\
- \[PDF\
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2018 ECCV
- 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
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Categories
Sub Categories
2018 Others
125
2018 ECCV
115
RGB
101
2014 Others & Before
85
2019 Others
68
2017 Others
57
Other Journals
49
2020 Others
40
2020 ECCV
28
2021 ICCV
23
2023 CVPR
22
2020 CVPR
22
2023 ICCV
20
TPAMI / IJCV
19
2021 Others
19
2024 ECCV
17
2019 ICCV
17
2018 CVPR
17
2019 CVPR
16
2022 CVPR
16
Depth
14
2021 CVPR
12
2017 ICCV
11
RGB+Depth
11
2016 Others
11
2015 Others
10
2022 ECCV
9
2024 CVPR
9
2015 ICCV
7
2014 CVPR
5
2023 Others
5
2016 CVPR
4
2016 ECCV
3
2015 CVPR
3
2017 CVPR
3
2025 Others
2
2022 Others
1