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Anchorage, AK, USA
June 23, 2008 to June 28, 2008
ISBN: 978-1-4244-2339-2
pp: 1-6
Sigurjon Arni Guomundsson , Technical University of Denmark, Informatics and Mathematical Modelling, Richard Petersens Plads, Building 321, 2800 Kgs. Lyngby, Denmark
Rasmus Larsen , Technical University of Denmark, Informatics and Mathematical Modelling, Richard Petersens Plads, Building 321, 2800 Kgs. Lyngby, Denmark
Henrik Aanaes , Technical University of Denmark, Informatics and Mathematical Modelling, Richard Petersens Plads, Building 321, 2800 Kgs. Lyngby, Denmark
Montse Pardas , Technical University of Catalonia (UPC), Department of Signal Theory and Communications, Jordi Girona 1-3, Edifici D5, 08034 Barcelona, Spain
Josep Ramon Casas , Technical University of Catalonia (UPC), Department of Signal Theory and Communications, Jordi Girona 1-3, Edifici D5, 08034 Barcelona, Spain
ABSTRACT
In this Paper we present the use of Time-of-Flight (TOF) cameras in Smart-rooms and how this leads to improved results in segmenting the people in the room from the background and consequently better 3D reconstruction of the people. A calibrated rig of one Swissranger SR3100 Time-of-flight range camera and a high resolution standard camera is set in a smart-room consisting of 5 other standard cameras. A probabilistic background model is used to segment each view and a shape from silhouette 3D volume is constructed. It is shown that the presence of the range camera gives ways of eliminating regional artifacts and therefore a more robust input for higher level applications such people tracking or human motion analysis.
CITATION
Sigurjon Arni Guomundsson, Rasmus Larsen, Henrik Aanaes, Montse Pardas, Josep Ramon Casas, "TOF imaging in Smart room environments towards improved people tracking", CVPRW, 2008, 2012 IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops, 2012 IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops 2008, pp. 1-6, doi:10.1109/CVPRW.2008.4563154
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