Comparison of traditional haar classifiers used in face detection applications with an alternative classifier for four stages filtering.
Orhan ArmaganMesud KahrimanPublished in: SIU (2014)
Keyphrases
- face detection
- adaboost algorithm
- boosted classifiers
- haar like features
- cascade classifier
- detection rate
- object detection
- detection accuracy
- detection method
- human faces
- weak classifiers
- face detector
- face recognition
- skin color
- high detection rate
- facial features
- real time face detection
- detecting faces
- complex background
- class labels
- face detection and recognition
- linear classifiers
- individual classifiers
- training data
- training examples
- multiple classifiers
- computer vision
- machine learning
- skin detection
- support vector
- classifier combination
- feature set
- eye detection
- pairwise
- decision trees
- haar features
- feature selection