A transfer learning-based efficient spatiotemporal human action recognition framework for long and overlapping action classes.
Muhammad BilalMuazzam MaqsoodSadaf YasminNajam Ul HasanSeungmin RhoPublished in: J. Supercomput. (2022)
Keyphrases
- action recognition
- transfer learning
- human actions
- action classification
- activity recognition
- recognizing human actions
- motion history images
- recognizing actions
- recognition of human actions
- cross domain
- computer vision
- view invariant
- knowledge transfer
- machine learning
- human activities
- space time
- human detection
- action primitives
- text classification
- static images
- learning tasks
- spatio temporal
- action detection
- probabilistic model
- active learning
- semi supervised learning
- text categorization
- action recognition in videos
- human pose
- multi task learning
- multi class
- structure learning
- target domain