Face Alignment using a 3D Deeply-initialized Ensemble of Regression Trees.
Roberto ValleJosé Miguel BuenaposadaAntonio ValdésLuis BaumelaPublished in: CoRR (2019)
Keyphrases
- regression trees
- face alignment
- random forests
- regression problems
- active shape model
- random forest
- active appearance models
- multi view
- ensemble methods
- face detection
- face recognition
- facial images
- decision trees
- linear regression
- regression model
- machine learning algorithms
- linear model
- logistic regression
- conditional random fields
- high dimensional data
- base classifiers
- shape model
- low resolution
- learning algorithm
- training set
- pairwise
- em algorithm
- prediction accuracy
- benchmark datasets
- facial features
- deformable models
- multi label
- statistical model