A Data Efficient Vision Transformer for Robust Human Activity Recognition from the Spectrograms of Wearable Sensor Data.
Jamie McQuirePaul WatsonNick WrightHugo HidenMichael CattPublished in: SSP (2023)
Keyphrases
- sensor data
- human activities
- human activity recognition
- sensor networks
- data streams
- activity recognition
- data sets
- multiple sensors
- wearable sensors
- sensor measurements
- smart environments
- sensor readings
- low cost
- data points
- health monitoring
- environmental monitoring
- low cost sensors
- stream data
- ubiquitous computing
- data fusion
- human computer interaction
- vision system
- reinforcement learning
- training data
- image sequences
- machine learning