CRNet: Classification and Regression Neural Network for Facial Beauty Prediction.
Lu XuJinhai XiangXiaohui YuanPublished in: PCM (3) (2018)
Keyphrases
- neural network
- prediction model
- regression model
- learning vector quantization
- multi layer perceptron
- pattern recognition
- regression problems
- support vector
- target variable
- classification accuracy
- model selection
- classification method
- training process
- feature vectors
- support vector machine
- pattern classification
- image classification
- prediction accuracy
- machine learning
- face images
- training set
- feature extraction
- predictive modeling
- decision trees
- radial basis function network
- back propagation
- cross validation
- neural network model
- feature space
- classification models
- genetic algorithm
- classification and regression problems
- landmark detection
- chaotic time series
- k nearest neighbour
- nearest neighbour
- facial expression recognition
- bp neural network
- multilayer perceptron
- classification algorithm
- support vector machine svm
- feature selection