Autism classification and monitoring from predicted categorical and dimensional emotions of video features.
Stephen Khor Wen HwooiAznul Qalid Md SabriAlice OthmaniPublished in: Signal Image Video Process. (2024)
Keyphrases
- classification accuracy
- emotion classification
- feature extraction
- feature vectors
- classification method
- feature space
- classification models
- feature set
- classification process
- pattern recognition
- real time
- benchmark datasets
- svm classifier
- discriminative features
- video clips
- low level
- machine learning
- extracting features
- class labels
- feature analysis
- video sequences
- video classification
- features extraction
- extracted features
- video streams
- support vector machine
- image features
- video content
- image classification
- feature selection algorithms
- classification algorithm
- feature representation
- eeg signals
- multimedia
- support vector machine svm
- feature selection
- multi dimensional
- monitoring system
- lexical features
- emotional state
- supervised learning
- support vector
- high dimensionality