Hybrid independent component analysis and support vector machine learning scheme for face detection.
Yuan (Alan) QiDavid S. DoermannDaniel DeMenthonPublished in: ICASSP (2001)
Keyphrases
- face detection
- independent component analysis
- learning scheme
- support vector machine
- detection rate
- object detection
- independent components
- principal component analysis
- learning algorithm
- adaboost algorithm
- detection method
- face verification
- signal processing
- blind source separation
- face recognition
- human faces
- skin color
- computer vision
- multi class
- facial features
- facial images
- training data
- support vector machine svm
- face detector
- detecting faces
- svm classifier
- feature space
- machine learning
- face databases
- support vector
- multiscale
- feature selection
- kernel function
- knn
- training set
- neural network