A novel physical activity recognition approach using deep ensemble optimized transformers and reinforcement learning.
Sajad AhmadianMehrdad RostamiVahid FarrahiMourad OussalahPublished in: Neural Networks (2024)
Keyphrases
- activity recognition
- reinforcement learning
- transfer learning
- human activity recognition
- human activities
- action recognition
- event detection
- visual surveillance
- daily life
- learning algorithm
- smart environments
- smart home
- neural network
- state space
- training set
- activities of daily living
- smart home environment
- daily activities
- sensory data
- human actions
- prior knowledge
- body motions
- recognizing actions
- information processing
- text classification
- training data
- computer vision