Crowd Counting From Limited Labeled Data Using Active Learning.
Siddharth Singh SavnerVivek KanhangadPublished in: IEEE Signal Process. Lett. (2023)
Keyphrases
- active learning
- crowd sourced
- crowd sourcing
- selective sampling
- learning strategies
- semi supervised
- training set
- random sampling
- training examples
- machine learning
- annotation effort
- batch mode
- object retrieval
- transfer learning
- supervised learning
- learning algorithm
- labeled data
- learning process
- sample selection
- databases
- experimental design
- learning environment
- artificial intelligence
- crowd behavior
- pedestrian dynamics
- pool based active learning