hand teams - hassony2/inria-research-wiki GitHub Wiki

Various teams with various strong points :

• Deva Ramanan (CMU) with mocap system (multicamera markerless

  • [Understanding Everyday Hands in Action from RGB-D Images](ieee 7410800)

• Christian Theobalt (Max Planck Institute Germany) focuses on real time tracking of occluded hands (by objects) + mixed reality synthetic data + marker less mocap

  • Real-time Hand Tracking under Occlusion from an Egocentric RGB-D Sensor
  • Real-time Joint Tracking of a Hand Manipulating an Object from RGB-D Input

• Antonis Argyros (University of Crete) Force from Vision + real time hand tracking

  • Back to RGB: 3D tracking of hands and hand-object interactions based on short-baseline stereo
  • Efficient 3D Hand Tracking in Articulation Subspaces for the Manipulation of Virtual Objects

• Tae Kyun Kim (Imperial College London) large dataset with magnetic trackers (BigHand2.2M, Daily Hand-Object Action dataset)

  • First-Person Hand Action Benchmark with RGB-D Videos and 3D Hand Pose Annotations arXiv:1704.02463v1

• Tzionas physics simulation (using friction)

  • Capturing Hands in Action using Discriminative Salient Points and Physics Simulation
  • tzionas-dataset