【资源】手势估计最全资源(附期刊、顶会等相关论文,数据集,竞赛,workshop 等)
Summary:Awesome Work on Hand Pose Estimation
作者:xinghaochen
来源GitHub:https://github.com/xinghaochen/awesome-hand-pose-estimation
Awesome Work on Hand Pose Estimation
如题,这是一个非常全面的手势估计开源项目,包含arxiv、期刊和近几年顶会相关论文,数据集、相关工作等,近期正在更新CVPR2019相关论文,欢迎持续关注:Awesome Work on Hand Pose Estimation
结果评估页面:https://github.com/xinghaochen/awesome-hand-pose-estimation/blob/master/evaluation/README.md
本文篇幅较长,建议收藏阅读,全文目录如下:
Table of Contents
- Evaluation
- arXiv Papers
- Journal Papers
- TPAMI / IJCV
- Others
- Conference Papers
- 2019: CVPR, Others
- 2018: CVPR, ECCV, Others
- 2017: CVPR, ICCV, Others
- 2016: CVPR, ECCV, Others
- 2015: CVPR, ICCV, Others
- 2014: CVPR, Others & Before
- Theses
- Datasets
- Workshops
- Challenges
- Other Related Papers
Evaluation
See folder evaluation
to get more details about performance evaluation for hand pose estimation.
arXiv Papers
arXiv Papers上的优秀论文。
Journal Papers
包括TPAMI 和 IJCV等著名期刊14~19年刊登的论文。
Conference Papers
包括CVPR、ICCV、ECCV等顶级会议收录论文,CVPR2019论文仍在更新中。
2019 CVPR
3D Hand Shape and Pose from Images in the Wild. [PDF] [Code]
Adnane Boukhayma, Rodrigo de Bem, Philip H.S. Torr
Pushing the envelope for RGB-based dense 3D hand pose estimation via neural rendering. [PDF]
Seungryul Baek, Kwang In Kim, Tae-Kyun Kim
Monocular Total Capture: Posing Face, Body, and Hands in the Wild. [PDF] [Project Page]
Donglai Xiang, Hanbyul Joo, Yaser Sheikh
2019 Others
[2019 WACV] MURAUER: Mapping Unlabeled Real Data for Label AUstERity. [PDF] [Project Page] [Code]
Georg Poier, Michael Opitz, David Schinagl and Horst Bischof
Theses
Datasets
手势估计相关数据集列表。
- S/R: Synthetic (S) or Real (R) or Both (B)
- C/D: Color (RGB) or Depth (D)
- Obj: Interaction with objects or not
-
J: No. of joints
- V: view (3rd or egocentric)
-
S: No. of subjects
-
F: No. of frames (train/test)
Workshops
[1] Workshops on Observing and Understanding Hands in Action:
HANDS 2018, In conjunction with ECCV 2018
- HANDS18: Methods, Techniques and Applications for Hand Observation. [PDF]
HANDS 2017, In conjunction with ICCV 2017
- Depth-Based 3D Hand Pose Estimation: From Current Achievements to Future Goals. [PDF]
HANDS 2016, In conjunction with CVPR 2016
HANDS 2015, In conjunction with CVPR 2015
[2] Workshops on Capturing and modeling human bodies, faces and hands:
PeopleCap 2018, In conjunction with ECCV 2018
PeopleCap 2017, In conjunction with ICCV 2017
Challenges
Other Related Papers
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