Component-based robust face detection using AdaBoost and decision tree.
Kiyoto IchikawaTakeshi MitaOsamu HoriPublished in: FGR (2006)
Keyphrases
- robust face detection
- face detection
- decision trees
- object detection
- face authentication
- adaboost algorithm
- color images
- detection method
- human faces
- face verification
- computer vision
- naive bayes
- random forest
- face recognition
- base classifiers
- classification models
- decision tree algorithm
- facial images
- logistic regression
- machine learning
- training data
- multi class
- face databases
- training set
- decision tree classifiers
- facial features
- loss function
- decision tree learning
- machine learning algorithms
- ensemble methods
- classification trees