Human Motion Denoising Using Attention-Based Bidirectional Recurrent Neural Network.
Seong Uk KimHanyoung JangJongmin KimPublished in: SIGGRAPH Asia Posters (2019)
Keyphrases
- human motion
- recurrent neural networks
- denoising
- motion capture
- human body
- complex valued
- optical motion capture
- neural network
- video sequences
- image sequences
- human movements
- human actions
- human motion tracking
- recurrent networks
- motion recognition
- feed forward
- spatio temporal
- motion capture data
- echo state networks
- dynamical model
- motion sequences
- reservoir computing
- body parts
- gait recognition
- artificial neural networks
- human motion analysis
- articulated body
- human movement
- articulated motion
- motion synthesis
- learning algorithm
- articulated objects
- human pose
- hidden layer
- real valued
- visual features
- viewpoint