Attention-based sensor fusion for emotion recognition from human motion by combining convolutional neural network and weighted kernel support vector machine and using inertial measurement unit signals.
Yan ZhaoMing GuoXuehan SunXiangyong ChenFeng ZhaoPublished in: IET Signal Process. (2023)
Keyphrases
- human motion
- inertial sensors
- sensor fusion
- motion sequences
- support vector machine
- markerless
- motion capture
- human body
- body parts
- image sequences
- multi sensor
- feature space
- video sequences
- motion capture data
- motion tracking
- mobile robot
- human actions
- audio visual
- spatio temporal
- position and orientation
- monitoring system
- real time
- facial expressions
- multi class
- motion segmentation
- articulated objects
- image fusion
- camera motion
- optical flow
- feature selection
- emotional state
- human pose
- visual data
- user interface