Developing a closed captioning quality assessment system using a multi-label classifier with active learning from deaf and hard of hearing viewers.
Somang NamDeborah I. FelsMark H. ChignellPublished in: Appl. Intell. (2023)
Keyphrases
- quality assessment
- multi label
- multi label classification
- active learning
- sign language
- class labels
- text categorization
- semi supervised learning
- semi supervised
- training examples
- graph cuts
- image quality
- image classification
- labeled data
- image annotation
- supervised learning
- binary classification
- text classification
- hearing impaired
- training set
- data quality
- training data
- classification algorithm
- binary classifiers
- unlabeled data
- human visual system
- generalization error
- learning algorithm
- multi class
- feature selection
- visual quality
- machine learning
- cost sensitive
- small number
- multiscale
- image processing