3 papers
cs.RO2021
Deep Weakly Supervised Positioning
Ruoyu Wang, Xuchu Xu, Li Ding +2
PoseNet can map a photo to the position where it is taken, which is appealing in robotics. However, training PoseNet requires full supervision, where ground truth positions are non…
cs.CV2020
SPARE3D: A Dataset for SPAtial REasoning on Three-View Line Drawings
Wenyu Han, Siyuan Xiang, Chenhui Liu +2
Spatial reasoning is an important component of human intelligence. We can imagine the shapes of 3D objects and reason about their spatial relations by merely looking at their three…
cs.RO2019
Real-time Soft Body 3D Proprioception via Deep Vision-based Sensing
Ruoyu Wang, Shiheng Wang, Songyu Du +3
Soft bodies made from flexible and deformable materials are popular in many robotics applications, but their proprioceptive sensing has been a long-standing challenge. In other wor…