Towards Active Learning for Action Spotting in Association Football Videos.
Silvio GiancolaAnthony CioppaJulia GeorgievaJohsan BillinghamAndreas SernerKerry PeekBernard GhanemMarc Van DroogenbroeckPublished in: CoRR (2023)
Keyphrases
- active learning
- human actions
- crowd sourced
- action classification
- video data
- recognizing human actions
- action recognition
- video sequences
- human activities
- action detection
- recognition of human actions
- selective sampling
- view invariant
- learning algorithm
- video frames
- semi supervised
- cost sensitive
- recognizing actions
- space time
- semi supervised learning
- pool based active learning
- video content
- activity recognition
- learning process
- random sampling
- video analysis
- video database
- active learning strategies
- transfer learning
- spatio temporal
- imbalanced data classification
- music emotion classification
- machine learning
- space time interest points
- sample selection
- user generated
- dynamic scenes
- video clips
- video surveillance
- key frames
- learning strategies
- training examples
- multi agent