Feature Representation and Data Augmentation for Human Activity Classification Based on Wearable IMU Sensor Data Using a Deep LSTM Neural Network.
Odongo Steven EyobuDong Seog HanPublished in: Sensors (2018)
Keyphrases
- sensor data
- human activities
- sensor networks
- feature representation
- neural network
- multiple sensors
- activity recognition
- data streams
- data sets
- human activity recognition
- pattern recognition
- feature extraction
- sensor measurements
- wearable sensors
- human computer interaction
- smart environments
- sensor readings
- raw sensor data
- image classification
- low dimensional
- image processing
- health monitoring
- low cost sensors
- shape analysis
- object tracking
- user interface
- data analysis
- feature selection