A Validation Study of Freezing of Gait (FoG) Detection and Machine-Learning-Based FoG Prediction Using Estimated Gait Characteristics with a Wearable Accelerometer.
Satyabrata AichPyari Mohan PradhanJinse ParkNitin SethiVemula Sai Sri VathsaHee-Cheol KimPublished in: Sensors (2018)
Keyphrases
- machine learning
- single image
- pattern recognition
- gait analysis
- gesture recognition
- human gait
- weather conditions
- prediction accuracy
- gait recognition
- activity recognition
- simulation study
- human gait recognition
- human recognition
- motion capture
- augmented reality
- ambient intelligence
- detection method
- detection algorithm
- anomaly detection
- sensor networks
- hidden markov models