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On the human pose recovery based on a single view
Pierard, Sébastien; Van Droogenbroeck, Marc
2012In International conference on pattern recognition applications and methods (ICPRAM)
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On the human pose recovery based on a single view
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Keywords :
Human; Silhouette; Pose; Pose recovery; Estimation; Single view
Abstract :
[en] Estimating the pose of the observed person is crucial for a large variety of applications including home entertainment, man-machine interaction, video surveillance, etc. Often, only a single side view is available, but authors claim that it is possible to derive the pose despite that humans evolve in a 3D environment. In addition, to decrease the sensitivity to color and texture, it is preferable to rely only on the silhouette to recover the pose. Under these conditions, we show that there is an intrinsic limitation: at least two poses correspond to the observed silhouette. We discuss this intrinsic limitation in details in this short paper. To our knowledge, this issue has been overlooked by authors in the past. We observe that this limitation has an impact on the way previous reported results should be interpreted, and it has clearly to be taken into account for designing new methods.
Research center :
INTELSIG
Disciplines :
Electrical & electronics engineering
Author, co-author :
Pierard, Sébastien ;  Université de Liège - ULiège > Dép. d'électric., électron. et informat. (Inst.Montefiore) > Télécommunications
Van Droogenbroeck, Marc  ;  Université de Liège - ULiège > Dép. d'électric., électron. et informat. (Inst.Montefiore) > Télécommunications
Language :
English
Title :
On the human pose recovery based on a single view
Publication date :
February 2012
Event name :
International conference on pattern recognition applications and methods (ICPRAM)
Event place :
Vilamoura, Portugal
Event date :
06-02-2012 to 08-02-2012
Audience :
International
Main work title :
International conference on pattern recognition applications and methods (ICPRAM)
Pages :
310-315 (in volume 2)
Peer reviewed :
Peer reviewed
Available on ORBi :
since 18 November 2011

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