Towards Active Learning for Action Spotting in Association Football Videos.
Silvio GiancolaAnthony CioppaJulia GeorgievaJohsan BillinghamAndreas SernerKerry PeekBernard GhanemMarc Van DroogenbroeckPublished in: CVPR Workshops (2023)
Keyphrases
- active learning
- human actions
- action classification
- crowd sourced
- video data
- action recognition
- recognizing human actions
- video sequences
- action detection
- video database
- recognition of human actions
- learning strategies
- view invariant
- video analysis
- machine learning
- random sampling
- human activities
- atomic actions
- recognizing actions
- learning algorithm
- selective sampling
- video content
- labeled data
- relevance feedback
- semi supervised
- action sequences
- moving camera
- video surveillance
- human motion
- video frames
- active learning strategies
- imbalanced data classification