Fiducial Points Detection of a Face Using RBF-SVM and Adaboost Classification.
Shreyank N. GowdaPublished in: ACCV Workshops (1) (2016)
Keyphrases
- support vector
- support vector machine svm
- support vector machine
- radial basis function
- svm classifier
- object detection
- feature selection
- multi class
- classification algorithm
- multi class classification
- classification method
- svm classification
- generalization ability
- pattern recognition
- feature extraction
- classification accuracy
- rbf kernel
- kernel function
- training data
- cross validation
- training set
- image classification
- improves the classification accuracy
- detection algorithm
- machine learning
- feature vectors
- adaboost algorithm
- ensemble classifier
- multiclass classification
- face detection
- decision trees
- neural network
- loss function
- feature space
- artificial neural networks
- radial basis function neural network
- knn
- multi layer perceptron
- binary classification
- pattern classification
- detection method
- false positives
- training process
- k nearest neighbor
- hyperplane
- weak classifiers
- face images
- supervised learning
- ensemble methods
- basis functions
- learning algorithm
- boosted classifiers