Carregant...
Carregant...

Vés al contingut (premeu Retorn)

Depth-supported real-time video segmentation with the Kinect

Autor
Abramov, A.; Pauwels, K.; Papon, J.; Wörgötter , F.; Dellen, B.
Tipus d'activitat
Presentació treball a congrés
Nom de l'edició
2011 Winter Vision Meeting: Workshop on Applications of Computer Vision
Any de l'edició
2011
Data de presentació
2012
Llibre d'actes
Proceedings of 2011 Winter Vision Meeting: Workshop on Applications of Computer Vision
Pàgina inicial
457
Pàgina final
464
DOI
https://doi.org/10.1109/WACV.2012.6163000 Obrir en finestra nova
Repositori
http://hdl.handle.net/2117/15753 Obrir en finestra nova
URL
http://dx.doi.org/10.1109/WACV.2012.6163000 Obrir en finestra nova
Resum
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...
Citació
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.
Paraules clau
pattern recognition
Grup de recerca
ROBiri - Grup de Robòtica de l'IRI

Participants

  • Abramov, Alexey  (autor ponent)
  • Pauwels, Karl  (autor ponent)
  • Papon, Jeremie  (autor ponent)
  • Wörgötter, Florentin  (autor ponent)
  • Dellen, Babette Karla Margarete  (autor ponent)