Electroencephalograph-based emotion recognition using convolutional neural network without manual feature extraction.
Jian-Guo WangHui-Min ShaoYuan YaoJian-Long LiuHua-Ping SunShi-Wei MaPublished in: Appl. Soft Comput. (2022)
Keyphrases
- convolutional neural network
- feature extraction
- face detection
- face recognition
- semi automatic
- error prone
- facial expressions
- feature vectors
- preprocessing
- brain computer interface
- extracted features
- pattern classification
- neural network
- feature space
- pattern recognition
- dimensionality reduction
- body movements
- discriminant analysis
- emotion recognition
- frequency domain
- emotional state
- defect detection
- dimension reduction
- linear feature extraction
- feature selection
- support vector machine svm
- texture analysis
- feature extractors
- image processing
- wavelet transform
- labor intensive
- principal component analysis
- feature set
- eeg signals
- face images
- iris recognition
- image sequences
- human decision making
- image preprocessing
- virtual environment
- detection algorithm
- computer vision