Adaptive cascade of boosted ensembles for face detection in concept drift.
Teo SusnjakAndre L. C. BarczakKen A. HawickPublished in: Neural Comput. Appl. (2012)
Keyphrases
- face detection
- concept drift
- boosted classifiers
- ensemble learning
- cascade classifier
- face detector
- ensemble classifier
- object detection
- data streams
- detection rate
- human faces
- detection accuracy
- detection method
- non stationary
- viola jones
- face recognition
- skin color
- computer vision
- change detection
- data distribution
- facial features
- haar features
- classification algorithm
- human face detection
- adaboost algorithm
- complex background
- random forests
- detecting faces
- feature extraction
- multi class
- decision trees