Hybrid CNN-SVM Classifier for Human Emotion Recognition Using ROI Extraction and Feature Fusion.
Kanchan S. VaidyaPradeep M. PatilMukil AlagirisamyPublished in: Wirel. Pers. Commun. (2023)
Keyphrases
- svm classifier
- feature fusion
- human emotion
- support vector machine svm
- support vector machine
- feature extraction
- support vector
- image classification
- feature vectors
- multiple features
- training set
- kernel function
- virtual humans
- single feature
- fusion algorithm
- subspace learning
- data reduction
- data sets
- feature subset
- fold cross validation
- semi supervised
- image processing
- neural network
- kernel methods
- selected features
- multi sensor
- decision trees
- pattern recognition
- dimensionality reduction
- supervised learning
- facial expressions
- knn
- active learning