A new dataset and systematic evaluation of deep learning models for student activity recognition from classroom videos.
Phuong-Dung NguyenHong-Quan NguyenThuy-Binh NguyenThi-Lan LeThanh-Hai TranHai VuQuynh Nguyen HuuPublished in: MAPR (2022)
Keyphrases
- activity recognition
- learning models
- systematic evaluation
- human actions
- human activities
- action recognition
- learning environment
- human activity recognition
- comprehensive evaluation
- loss function
- learning process
- learning algorithm
- machine learning
- learning tasks
- machine learning algorithms
- semi supervised learning
- conditional random fields
- classification models
- experimental evaluation
- transfer learning
- biomedical text
- automatic query expansion
- learning problems
- video data
- information extraction
- bayesian networks
- training data
- computer vision
- prior knowledge
- data mining
- learning styles
- support vector machine