Cascade boosting LBP feature based classifiers for face recognition.
Canming MaTaizhe TanQunsheng YangPublished in: ISKE (2008)
Keyphrases
- boosted classifiers
- face recognition
- face detection
- local binary pattern
- weak classifiers
- cascade classifier
- adaboost algorithm
- human faces
- object detection
- face detector
- face images
- face databases
- face verification
- feature extraction
- weak learners
- recognition rate
- discriminant analysis
- facial images
- randomized trees
- boosting algorithms
- ensemble classifier
- facial features
- multi class
- multiclass classification
- detection method
- training set
- boosting framework
- face representation
- computer vision
- principal component analysis
- illumination normalization
- improving classification accuracy
- training data
- sparse representation
- histograms of oriented gradients
- subspace methods
- multiple classifier systems
- facial expressions
- ensemble learning
- multiscale
- support vector
- image features
- feature selection
- texture descriptors
- decision trees
- learning algorithm
- haar features
- binary classification problems
- feature set
- support vector machine svm
- object detectors
- linear discriminant analysis