in conjunction with CVPR 2018, Salt Lake City, June 2018.

 

This workshop aims at gathering researchers who work on 3D understanding of humans from visual data, including topics such as 3D human pose estimation and tracking, 3D human shape estimation from RGB images or human activity recognition from 3D skeletal data. Current computer vision algorithms and deep learning-based methods can detect people in images and estimate their 2D pose with a remarkable accuracy. However, understanding humans and estimating their pose and shape in 3D is still an open problem. The ambiguities in lifting 2D pose to 3D, the lack of annotated data to train 3D pose regressors in the wild and the absence of a reliable evaluation dataset in real world situations make the problem very challenging.

Organizers
Grégory Rogez (Inria),  Javier Romero (Amazon)

Call for contributions
We invite submission of full-papers as well as extended abstracts of ongoing or published work. The relevant topics include but are not limited to:

  • 3D human pose estimation (full-body, upper-body, hands) in images and videos
  • 3D human shape estimation
  • 3D articulated pose tracking
  • 3D pose from 2D pose
  • 3D pose/shape modeling and rendering
  • Multi-person 3D pose from images
  • Future 3D pose prediction
  • 3D action recognition (from 3D skeletal data)
  • Gesture interfaces
  • Synthetic data and data annotation for 3D human pose
  • Structured prediction, regression, and other relevant theories/algorithms
  • Applications of body pose estimation in AR/VR
  • Applications of body pose estimation in robotics

Program

  • 9:00 – 9:00 introduction/opening remarks
  • 9:00 – 9:30  Invited talk 1
  • 9:30 – 10:00 Invited talk 2
  • 10:00 – 10:30 Invited talk 3
  • 10:30 – 11:00 Coffee break / poster session
  • 11:00 – 12:00 Poster session / demo
  • 12:00 – 13:30 Lunch break
  • 13:30 – 14:00 Invited talk 4
  • 14:00 – 14:30 Invited talk 5
  • 14:30 – 15:00 Invited talk 6
  • 15:00 – 15:30 Coffee break
  • 15:30 – 16:00 Invited talk 7
  • 16:00 – 16:30 Invited talk 8
  • 16:30 – 17:00 panel discussion and closing

Speakers
Dr Cordelia Schmid (Inria)
Prof Michael J. Black  (MPI-IS)
Prof Yasser Sheik  (CMU)
Dr Francesc Moreno-Noguer (IRI)
Prof Christian Theobalt (MPII)
Prof Christian Wolf (INSA)
Prof Kostas Daniilidis (UPenn)
Prof Deva Ramanan (CMU)

 

Comments are closed