Loading...
Loading...

Go to the content (press return)

Depth-supported real-time video segmentation with the Kinect

Author
Abramov, A.; Pauwels, K.; Papon, J.; Wörgötter , F.; Dellen, B.
Type of activity
Presentation of work at congresses
Name of edition
2011 Winter Vision Meeting: Workshop on Applications of Computer Vision
Date of publication
2011
Presentation's date
2012
Book of congress proceedings
Proceedings of 2011 Winter Vision Meeting: Workshop on Applications of Computer Vision
First page
457
Last page
464
DOI
https://doi.org/10.1109/WACV.2012.6163000 Open in new window
Repository
http://hdl.handle.net/2117/15753 Open in new window
URL
http://dx.doi.org/10.1109/WACV.2012.6163000 Open in new window
Abstract
We present a real-time technique for the spatiotemporal segmentation of color/depth movies. Images are segmented using a parallel Metropolis algorithm implemented on a GPU utilizing both color and depth information, acquired with the Microsoft Kinect. Segments represent the equilibrium states of a Potts model, where tracking of segments is achieved by warping obtained segment labels to the next frame using real-time optical flow, which reduces the number of iterations required for the Metropolis...
Citation
Abramov, A. [et al.]. Depth-supported real-time video segmentation with the Kinect. A: Winter Vision Meeting: Workshop on Applications of Computer Vision. "Proceedings of 2011 Winter Vision Meeting: Workshop on Applications of Computer Vision". Kona: 2011, p. 457-464.
Keywords
pattern recognition
Group of research
ROBiri - IRI Robotics Group

Participants

  • Abramov, Alexey  (author and speaker )
  • Pauwels, Karl  (author and speaker )
  • Papon, Jeremie  (author and speaker )
  • Wörgötter, Florentin  (author and speaker )
  • Dellen, Babette Karla Margarete  (author and speaker )