What is PeopleCap?
Accurately tracking, reconstructing, capturing and animating the human body in 3D is critical for human-computer interaction, games, special effects and virtual reality. In the past, this has required extensive manual animation.
Nowadays research in this area is allowing us to capture and learn realistic models of people and hands from real measurements coming from scans, depth cameras, color cameras and inertial sensors. Such a model is, ultimately, a compact parameterization of surface geometry that can be deformed to generalize to novel poses and shapes. This model can then be used to track bodies and hands from noisy sensors by optimizing the model parameters as to best fit noisy and incomplete image observations.
The workshop is intended to offer a meeting and discussion platform for researchers with diverse backgrounds, such as computer graphics, computer vision and optimization, and machine learning. This will hopefully push the state-of-the-art in “Capturing and modeling humans” in terms of models, methods and datasets.
The call for papers will be in the areas of
- 3D Human pose and shape estimation from images, depth cameras or inertial sensors
- 3D Hand pose estimation and tracking
- Human body, hand and face modeling
- 3D/4D Performance capture of bodies, faces and hands
- Capture of people and clothing
- Human body and hand models
- Models of human soft-tissue
- Registration of bodies, hands and faces
While the computer vision community has seen a lot of work on methods for detecting and tracking people in 2D much less work has focused in reasoning directly in 3D. Hence, in PeopleCap, special emphasis will be given to methods that work in 3D and to methods that use a generative model.
Important Dates
Submission Deadline |
Wednesday, July 19, 2017 (5 PM PST) |
Notification of Acceptance |
TBA |
Camera Ready Submission Deadline |
TBA |
Paper submissions should follow the exact same guidelines of ICCV, double-blind, 6-8 pages plus references, LaTeX template can be downloaded from here.
Accepted papers will published in the proceedings of ICCV workshops.
Accepted papers will published in the proceedings of ICCV workshops.
Program
13:00 |
Welcome and introduction |
13:10 |
Michael Black, Title: TBD |
13:45 |
Edmond Boyer, Title: TBD |
14:30 |
Andrew Fitzgibbon, Talk: TBD |
15:15 |
Coffee break and poster session |
16:15 |
Shahram Izadi, Talk: TBD |
16:50 |
Christian Theobalt, Talk: TBD |
17:25 |
Anastasia Tkach, Talk: TBD |
17:50 |
Closing remarks and best paper award |
Organizers
Gerard Pons-Moll
Research Scientist, MPI Tuebingen |
Jonathan Taylor
Senior Scientist, perceptiveIO |
