Acceleration technique for boosting classification and its application to face detection.
Masanori KawakitaRyota IzumiJun'ichi TakeuchiYi HuTetsuya TakamoriHirokazu KameyamaPublished in: ACML (2011)
Keyphrases
- face detection
- boosted classifiers
- adaboost algorithm
- object detection
- detection accuracy
- detection rate
- face detector
- skin color
- machine learning
- convolutional neural network
- skin color detection
- face recognition
- detection method
- face verification
- facial features
- computer vision
- haar like features
- viola jones
- human faces
- eye detection
- face detection and recognition
- classification accuracy
- real time face detection
- human face detection
- landmark localization
- face detection and tracking
- decision trees
- face tracking
- feature space
- local binary pattern
- multi class
- skin detection
- detecting faces
- feature vectors
- feature selection
- facial images
- support vector machine
- robust face detection
- training set
- weak classifiers
- training process
- tracking in video sequences
- benchmark datasets
- supervised learning