Biternion Nets: Continuous Head Pose Regression from Discrete Training Labels.
Lucas BeyerAlexander HermansBastian LeibePublished in: GCPR (2015)
Keyphrases
- training examples
- head pose estimation
- continuous domains
- training set
- discrete space
- visual focus of attention
- continuous action
- pose estimation
- regression model
- discrete data
- labelled data
- continuous space
- discrete variables
- continuous data
- head motion
- human head
- model selection
- position and orientation
- supervised learning
- training data
- annotation effort
- continuous functions
- tracking and pose estimation
- head movements
- continuous variables
- training samples
- radial basis function network
- focus of attention
- human pose
- gaussian processes
- support vector regression
- human faces
- class labels
- continuous state spaces
- gaze direction
- least squares
- facial expressions
- pairwise
- real time