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Approximate structured output learning for Constrained Local Models with application to real-time facial feature detection and tracking on low-power devices.
Shuai Zheng
Paul Sturgess
Philip H. S. Torr
Published in:
FG (2013)
Keyphrases
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structured output
low power
real time
structured prediction
low cost
low power consumption
power consumption
high speed
facial feature detection
supervised learning
prior knowledge
maximum margin
latent variable models
learning tasks
learning models
learning algorithm
multi task learning
object detection
conditional random fields
probabilistic model
highly efficient
bayesian networks
multiclass classification
computer vision
machine learning