Development of an Annotated Multimodal Dataset for the Investigation of Classification and Summarisation of Presentations using High-Level Paralinguistic Features.
Keith CurtisNick CampbellGareth J. F. JonesPublished in: LREC (2018)
Keyphrases
- feature set
- classification accuracy
- high level
- low level
- feature extraction
- classification method
- benchmark datasets
- feature vectors
- feature space
- classification process
- extracted features
- classification models
- gender classification
- feature analysis
- class labels
- svm classifier
- feature values
- extracting features
- discriminative features
- image classification
- training set
- decision trees
- support vector machine
- feature weights
- false positives
- brain image analysis
- higher level
- manually annotated
- feature representation
- feature reduction
- classification algorithm
- software engineering
- multi class
- image features
- support vector
- multimedia
- feature selection
- machine learning
- text classification
- co occurrence
- supervised learning
- fold cross validation
- case study
- category labels