Activity Recognition on Smartphones via Sensor-Fusion and KDA-Based SVMs.
Adil Mehmood KhanAli TufailAsad Masood KhattakTeemu Henrikki LainePublished in: Int. J. Distributed Sens. Networks (2014)
Keyphrases
- activity recognition
- sensor fusion
- daily life
- support vector
- human activity recognition
- mobile robot
- human activities
- multi sensor
- mobile devices
- kernel function
- multi class
- accelerometer data
- action recognition
- feature selection
- real time
- monitoring system
- training set
- machine learning
- support vector machine
- smart home
- knn
- augmented reality
- image processing
- dimensionality reduction
- data points
- pairwise
- camera calibration
- computer vision
- learning algorithm