4th International Workshop on
Observing and Understanding Hands in Action
13:30 – 13:45 Welcome and introduction
13:45 – 14:15 Real-time Capture of Hands in Motion with a Single Camera. Christian Theobalt (MPII, Saarland University)
14:15 – 14:45 Generation of Whole-Body Grasps for Humanoid Robots based on Human Motion Data and Natural Language Models. Tamim Asfour (KIT) [Slides]
14:45 – 15:25 Hands on HoloLens. Andrew Fitzgibbon (Microsoft)
15:25 – 16:15 Poster session and coffee break (Room 2605)
16:15 – 16:45 Hands and Interaction Tracking at Facebook. Robert Wang (Facebook Reality Labs)
16:45 – 17:15 Dense generative hand tracking with sphere-meshes. Andrea Tagliasacchi (University of Victoria and Google) [Slides]
17:15 – 17:30 Conclusion and prizes (best paper and best poster award).
Accepted papers:
Accepted papers:
- Hand-tremor frequency estimation in videos. Silvia L Pintea; Jian Zheng; Xilin Li; Paulina J.M. Bank; Jacobus J. van Hilten; Jan van Gemert.
- DrawInAir: A Lightweight Gestural Interface Based on Fingertip Regression. Gaurav Garg; Shrinidhi Hegde; Ramakrishna Perla; Varun Jain; Lovekesh Vig; Ramya Hebbalaguppe.
- Adapting Egocentric Visual Hand Pose Estimation Towards a Robot-Controlled Exoskeleton. Gerald Baulig; Thomas Gulde; Cristobal Curio.
- Estimating 2D Multi-Hand Poses From Single Depth Images. Le Duan; Minmin Shen; Song Cui; Zhexiao Guo; Oliver Deussen.
- Spatial-Temporal Attention Res-TCN for Skeleton-based Dynamic Hand Gesture Recognition. Jingxuan Hou; Guijin Wang; Xinghao Chen; Jing-Hao Xue; Rui Zhu; Huazhong Yang.
- Task-Oriented Hand Motion Retargeting for Dexterous Manipulation Imitation. Dafni Antotsiou; Guillermo Garcia-Hernando; Tae-Kyun Kim.
Extended abstracts:
Extended abstracts:
- Model-based Hand Pose Estimation for Generalized Hand Shape with Spatial Transformer Network. Shile Li; Jan Wöhlke; Dongheui Lee.
- A new dataset and human benchmark for partially-occluded hand-pose recognition during hand-object interactions from monocular RGB images. Andrei Barbu; Battushig Myanganbayar; Cristina Mata; Gil Dekel; Guy Ben-Yosef; Boris Katz.
- 3D Hand Pose Estimation from Monocular RGB Images using Advanced Conditional GAN. Linh Hoang Nguyen, Le Manh Quan; Yong-Guk Kim.
Invited posters:
Invited posters:
- HandMap: Robust Hand Pose Estimation via Intermediate Dense Guidance Map Supervision. Xiaokun Wu; Daniel Finnegan; Eamonn O’Neill; Yong-Liang Yang.
- Point-to-Point Regression PointNet for 3D Hand Pose Estimation. Liuhao Ge; Zhou Ren; Junsong Yuan.
- Joint 3D tracking of a deformable object in interaction with a hand. Aggeliki Tsoli; Antonis Argyros.
- Occlusion-aware Hand Pose Estimation Using Hierarchical Mixture Density Network. Qi Ye; Tae-Kyun Kim.
- Hand Pose Estimation via Latent 2.5D Heatmap Regression. Umar Iqbal; Pavlo Molchanov; Thomas Breuel; Juergen Gall; Jan Kautz.
- Weakly-supervised 3D Hand Pose Estimation from Monocular RGB Images. Yujun Cai; Liuhao Ge; Jianfei Cai; Junsong Yuan.