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A survey on model based approaches for 2D and 3D visual human pose recovery

Author
Pérez, X.; Escalera, S.; Angulo, C.; Gonzàlez, J.
Type of activity
Journal article
Journal
Sensors
Date of publication
2014-03-03
Volume
14
Number
3
First page
4189
Last page
4210
DOI
https://doi.org/10.3390/s140304189 Open in new window
Project funding
Pain and anxiety treatment based on social robot interaction with children to improve patient experience
TIN2011-28854-C03-01
Repository
http://hdl.handle.net/2117/21960 Open in new window
URL
http://www.mdpi.com/1424-8220/14/3/4189 Open in new window
Abstract
Human Pose Recovery has been studied in the field of Computer Vision for the last 40 years. Several approaches have been reported, and significant improvements have been obtained in both data representation and model design. However, the problem of Human Pose Recovery in uncontrolled environments is far from being solved. In this paper, we define a general taxonomy to group model based approaches for Human Pose Recovery, which is composed of five main modules: appearance, viewpoint, spatial rela...
Citation
Perez, X. [et al.]. A survey on model based approaches for 2D and 3D visual human pose recovery. "Sensors", 03 Març 2014, vol. 14, núm. 3, p. 4189-4210.
Keywords
Behavior analysis, Computer vision, Human body modelling, Human pose recovery
Group of research
GREC - Knowledge Engineering Research Group
IDEAI-UPC - Intelligent Data Science and Artificial Intelligence Research Center

Participants

  • Pérez Sala, Xavier  (author)
  • Escalera, Sergio  (author)
  • Angulo Bahón, Cecilio  (author)
  • Gonzàlez, Jordi  (author)

Attachments