QBGA-SVM for Face Recognition of Livable Cities.
Qizhen LiAijia OuyangXuyu PengXijun HuPublished in: Int. J. Pattern Recognit. Artif. Intell. (2023)
Keyphrases
- face recognition
- support vector machine svm
- support vector
- support vector machine
- discriminant analysis
- knn
- recognition rate
- linear discriminant analysis
- face images
- svm classifier
- feature extraction
- feature selection
- generalization ability
- local binary pattern
- facial images
- multi class svm
- feature vectors
- training data
- multi class
- principal component analysis
- classification algorithm
- hyperplane
- support vectors
- decision forest
- human faces
- machine learning
- neural network
- computer vision
- orl face database
- learning algorithm
- svm classification
- text classifiers
- maximum margin
- face databases
- recognition accuracy
- radial basis function
- kernel function
- face detection
- facial expressions
- text classification
- feature space
- pattern recognition
- face verification
- k nearest neighbor
- optimal parameters
- subspace methods
- face identification
- transportation systems
- classification method
- sparse representation