The architecture and performance of the face and eyes detection system based on the Haar cascade classifiers.
Andrzej J. KasinskiAdam SchmidtPublished in: Pattern Anal. Appl. (2010)
Keyphrases
- boosted classifiers
- face detection
- facial features
- cascade classifier
- detection accuracy
- face region
- weak classifiers
- adaboost algorithm
- haar features
- face detector
- detection rate
- human faces
- object detection
- viola jones
- detection method
- frontal face
- complex background
- object detectors
- face images
- decision trees
- management system
- facial expressions
- detection algorithm
- discriminative classifiers
- adaboost classifier
- training set
- training data
- support vector
- naive bayes
- face tracking
- semi supervised learning
- lighting conditions
- face recognition
- anomaly detection
- eye detection
- training samples
- object recognition
- feature set
- real time