Sensor-Activity Relevance in Human Activity Recognition with Wearable Motion Sensors and Mutual Information Criterion.
Oguzcan DobrucaliBillur BarshanPublished in: ISCIS (2013)
Keyphrases
- human activity recognition
- wearable sensors
- activity recognition
- information criterion
- human activities
- sensor data
- sensor networks
- model selection
- visual surveillance
- cross validation
- action recognition
- probability model
- information retrieval
- image sequences
- bayesian information criterion
- multi sensor
- human computer interaction
- selection criterion
- support vector
- leave one out cross validation
- computer vision
- wireless sensor networks
- sample size
- inertial sensors
- machine learning algorithms