Program

The HANDS workshop will be held on Sunday afternoon (2:00 pm - 6:00 pm), Oct. 23. 2022, Grand Ballroom E, David Intercontinental, Tel Aviv. All poster boards will be located inside the workshop's assigned hall and the foyer next to the hall. The workshop program outline is shown as below:

2:20 - 2:30 Introduction/opening remarks

2:30 - 3:00 Invited speaker: Robert Wang (Hands for AR/VR)

3:00 - 3:30 Invited speaker: Hyung Jin Chang (Understanding Hand-Object Interactions in 3D with Graph-based Network)

3:30 - 3:34 Challenge results

3:34 - 3:42 Technical report: Cunlin Wu (How to lift multi-view 2D hand pose to 3D counterpart? A closed form solution)

3:42 - 3:50 Technical report: Xiaozheng Zheng (Multiview-Consistent Self-Supervised Learning for Hand Pose Reconstruction)

3:50 - 4:50 Coffee break & Paper (poster) presentations

4:50 - 5:20 Invited speaker: Yu-Wei Chao (Human-Robot Handover: From Real to Sim)

5:20 - 5:50 Invited speaker: Dimitrios Tzionas (Towards Human Avatars in Interaction with Objects)

5:50 - 6:00 Conclusion & prizes

• Background Mixup Data Augmentation for Hand and Object-in-Contact Detection. Koya Tango, Takehiko Ohkawa, Ryosuke Furuta, Yoichi Sato. [pdf][supp]

• Scalable High-fidelity 3D Hand Shape Reconstruction via Graph Frequency Decomposition. Tianyu Luan, Jingjing Meng, Junsong Yuan. [pdf]

• MC-hands-1M: A glove-wearing hand dataset for pose estimation. Prodromos Boutis, Zisis Batzos, Konstantinos Konstantoudakis, Anastasios Dimou, Petros Daras. [pdf][arXiv]

• Controllable Human Grasp Generation. Lan Feng, Sammy Christen, Jie Song. [pdf][poster]

• Multiview-Consistent Self-Supervised Learning for Hand Pose Reconstruction. Xiaozheng Zheng, Chao Wen, Zhou Xue. [pdf]

• How to Lift Multi-View 2D Hand Pose to 3D Counterpart: A Closed Form Solution. Cunlin Wu, Yang Xiao, Changlong Jiang, Jinghong Zheng, Zhiguo Cao, Zhiwen Fang, Joey Tianyi Zhou, and Junsong Yuan. [pdf]

• S2Contact: Graph-based Network for 3D Hand-Object Contact Estimation with Semi-Supervised Learning. Tze Ho Elden Tse, Zhongqun Zhang, Kwang In Kim, Ales Leonardis, Feng Zheng, Hyung Jin Chang.

• AlignSDF: Pose-Aligned Signed Distance Fields for Hand-Object Reconstruction. Zerui Chen, Yana Hasson, Cordelia Schmid, Ivan Laptev.

• Domain Adaptive Hand Keypoint and Pixel Localization in the Wild. Takehiko Ohkawa, Yu-Jhe Li, Qichen Fu, Ryosuke Furuta, Kris M. Kitani, Yoichi Sato.

• PressureVision: Estimating Hand Pressure from a Single RGB Image. Patrick Grady, Chengcheng Tang, Samarth Brahmbhatt, Christopher D. Twigg, Chengde Wan, James Hays, Charles C. Kemp.

• Generative Adversarial Network for Future Hand Segmentation from Egocentric Video. Wenqi Jia, Miao Liu, James M. Rehg.

• TransGrasp: Grasp Pose Estimation of a Category of Objects by Transferring Grasps from Only One Labeled Instance. Hongtao Wen*, Jianhang Yan*, Wanli Peng, Yi Sun. [poster][video]