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» Dynamic Feature Description in Human Action Recognition
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CORR
2011
Springer
153views Education» more  CORR 2011»
12 years 11 months ago
Dynamic Feature Description in Human Action Recognition
Ruoyun Gao, Michael S. Lew, Ling Shao
CIVR
2010
Springer
235views Image Analysis» more  CIVR 2010»
13 years 3 months ago
Dynamic textures for human movement recognition
Human motion can be seen as a type of texture pattern. In this paper, we adopt the ideas of spatiotemporal analysis and the use of local features for motion description. movements...
Vili Kellokumpu, Guoying Zhao, Matti Pietikäi...
ICCV
2007
IEEE
14 years 6 months ago
Chaotic Invariants for Human Action Recognition
The paper introduces an action recognition framework that uses concepts from the theory of chaotic systems to model and analyze nonlinear dynamics of human actions. Trajectories o...
Saad Ali, Arslan Basharat, Mubarak Shah
CVPR
2009
IEEE
1962views Computer Vision» more  CVPR 2009»
14 years 11 months ago
Histograms of Oriented Optical Flow and Binet-Cauchy Kernels on Nonlinear Dynamical Systems for the Recognition of Human Actions
System theoretic approaches to action recognition model the dynamics of a scene with linear dynamical systems (LDSs) and perform classification using metrics on the space of LDSs, ...
Rizwan Chaudhry, Avinash Ravichandran, Gregory D. ...
APGV
2008
ACM
193views Visualization» more  APGV 2008»
13 years 6 months ago
Probing dynamic human facial action recognition from the other side of the mean
Insights from human perception of moving faces have the potential to provide interesting insights for technical animation systems as well as in the neural encoding of facial expre...
Cristóbal Curio, Martin A. Giese, Martin Br...