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Dimensionality reduction using a Gaussian Process Annealed Particle Filter for tracking and classification of articulated body motions.
Leonid M. Raskin
Michael Rudzsky
Ehud Rivlin
Published in:
Comput. Vis. Image Underst. (2011)
Keyphrases
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gaussian process
dimensionality reduction
model selection
gaussian processes
body motions
feature extraction
decision trees
hyperparameters
regression model
support vector
cross validation
feature space
body parts
machine learning
feature selection
bayesian framework
mean shift
latent variables
closed form
particle filter
nearest neighbor
prior knowledge
high dimensional