Expand Training Set for Face Detection by GA Re-sampling.
Jie ChenXilin ChenWen GaoPublished in: FGR (2004)
Keyphrases
- face detection
- training set
- genetic algorithm ga
- object detection
- human faces
- detection rate
- genetic algorithm
- detection accuracy
- detection method
- test set
- skin color
- facial features
- data sets
- active appearance models
- face detector
- face recognition
- training data
- computer vision
- adaboost algorithm
- face verification
- eye detection
- facial images
- classification accuracy
- skin detection
- cross validation
- fitness function
- supervised learning
- face detection and recognition
- active learning
- detecting faces
- haar like features
- training examples
- complex background
- human face detection
- training samples
- decision trees
- feature space
- face images
- local binary pattern
- viola jones
- support vector machine
- real time face detection
- landmark localization
- skin color detection
- robust face detection
- generalization error
- machine learning