Program
Room: Sala Magnano (Palazzo del Casinò)
| Time | Title | Speaker |
|---|---|---|
| 8:50-9:00 | Opening remarks | Organizing committee |
| 9:00-9:30 | TBD | Yaser Sheikh, Tomas Simon (CMU) |
| 09:30-10:00 | Hands, Objects, and Affordances | Juergen Gall (University of Bonn) |
| 10:00-10:30 | Coffee break | |
| 10:30-11:15 | Poster session | |
| 11:15-11:30 | Challenge results | Organizing committee |
| 11:30-12:00 | Hands in Action | Richard Bowden (University of Surrey) |
| 12:00-12:30 | First-Person vision | Kris Kitani (CMU) |
| 12:30-12:40 | Conclusion and prizes | Organizing committee |
Accepted papers:
– Back to RGB: 3D tracking of hands and hand-object interactions based on short-baseline stereo. Paschalis P Panteleris; Antonis A Argyros.
– DeepPrior++: Improving Fast and Accurate 3D Hand Pose Estimation. Markus Oberweger; Vincent Lepetit.
– Hand Pose Estimation Using Deep Stereovision and Markov-chain Monte Carlo. Rilwan R Basaru; Gregory Slabaugh; Eduardo Alonso; Chris Child.
– Human Action Recognition: Pose-based Attention draws focus to Hands. Fabien Baradel; Christian Wolf; Julien Mille.
– Conditional Regressive Random Forest Stereo-based Hand Depth Recovery. Rilwan R Basaru; Gregory Slabaugh; Eduardo Alonso; Chris Child.
– YOLSE: Egocentric Fingertip Detection from Single RGB Images. Wenbin Wu; Chenyang Li; Zhuo Cheng; Xin Zhang; Lianwen Jin.
– LPSNet: A Novel Log Path Signature Feature based Hand Gesture Recognition Framework. Chenyang Li; Xin Zhang; Lianwen Jin.
– Deep Learning Based Hand Detection in Cluttered Environment Using Skin Segmentation. Kankana Roy; Aparna Mohanty; Rajiv Sahay
Accepted extended abstracts and invited posters:
– Real-Time Hand Tracking Under Occlusion From an Egocentric RGB-D Sensor. Franziska Mueller; Dushyant Mehta; Oleksandr Sotnychenko; Srinath Sridhar; Dan Casas; Christian Theobalt
– Low-Dimensionality Calibration Through Local Anisotropic Scaling for Robust Hand Model Personalization. Edoardo Remelli; Anastasia Tkach; Andrea Tagliasacchi; Mark Pauly
– SubUNets: End-To-End Hand Shape and Continuous Sign Language Recognition. Necati Cihan Camgoz; Simon Hadfield; Oscar Koller; Richard Bowden
– Learning to Estimate 3D Hand Pose From Single RGB Images. Christian Zimmermann; Thomas Brox
– Joint Discovery of Object States and Manipulation Actions. Jean-Baptiste Alayrac; Ivan Laptev; Josef Sivic; Simon Lacoste-Julien
– Egocentric Gesture Recognition Using Recurrent 3D Convolutional Neural Networks with Spatiotemporal Transformer Modules. Congqi Cao; Yifan Zhang; Yi Wu; Hanqing Lu; Jian Cheng
– Towards 3D Human Pose Estimation in the Wild: A Weakly-Supervised Approach. Xingyi Zhou; Qixing Huang; Xiao Sun; Xiangyang Xue; Yichen Wei
– RMPE: Regional Multi-Person Pose Estimation. Hao-Shu Fang; Shuqin Xie; Yu-Wing Tai; Cewu Lu
– Compositional Human Pose Regression. Xiao Sun; Jiaxiang Shang; Shuang Liang; Yichen Wei
– Trespassing the Boundaries: Labeling Temporal Bounds for Object Interactions in Egocentric Video. Davide Moltisanti; Michael Wray; Walterio Mayol-Cuevas; Dima Damen
– Spatial Attention Deep Net with Partial PSO for Hierarchical Hybrid Hand Pose Estimation. Qi Ye; Shanxin Yuan; Tae-Kyun Kim