Gabor Features-Based Classification Using SVM for Face Recognition.
Yixiong LiangWeiguo GongYingjun PanWeihong LiZhenjiang HuPublished in: ISNN (2) (2005)
Keyphrases
- gabor features
- face recognition
- support vector machine svm
- support vector
- support vector machine
- fisher linear discriminant
- feature extraction
- svm classifier
- classification algorithm
- linear discriminant analysis
- gabor filters
- classification method
- feature selection
- machine learning
- training set
- feature vectors
- classification accuracy
- feature space
- facial expression recognition
- pattern recognition
- image classification
- principal component analysis
- face images
- face databases
- decision trees
- multi class
- extracted features
- texture information
- local binary pattern
- k nearest neighbor
- texture features
- kernel function
- model selection
- text classification
- knn
- cost sensitive
- feature set
- classification rate
- selected features
- ensemble classifier
- adaboost algorithm
- feature analysis
- image analysis
- computer vision