A new CNN-LSTM architecture for activity recognition employing wearable motion sensor data: Enabling diverse feature extraction.
Enes KosarBillur BarshanPublished in: Eng. Appl. Artif. Intell. (2023)
Keyphrases
- activity recognition
- sensor data
- accelerometer data
- human activities
- human activity recognition
- wearable sensors
- feature extraction
- motion features
- sensory data
- sensor networks
- smart environments
- action recognition
- health monitoring
- sensor readings
- activity analysis
- behavior recognition
- daily activities
- data streams
- daily life
- smart home
- management system
- sensor measurements
- heterogeneous sensor networks
- transfer learning
- space time
- image sequences
- image processing
- feature selection
- machine learning
- real time
- human motion
- supervised learning
- moving objects
- feature space
- raw sensor data