Transformer Inertial Poser: Attention-based Real-time Human Motion Reconstruction from Sparse IMUs.
Yifeng JiangYuting YeDeepak GopinathJungdam WonAlexander W. WinklerC. Karen LiuPublished in: CoRR (2022)
Keyphrases
- human motion
- real time
- motion recognition
- markerless
- human body
- motion capture
- video sequences
- optical motion capture
- spatio temporal
- body parts
- image sequences
- human actions
- human motion tracking
- human motion analysis
- gait recognition
- motion capture data
- high dimensional
- human movements
- dynamical model
- motion sequences
- human movement
- view invariant
- motion synthesis
- motion tracking
- action recognition
- articulated body
- multi view
- human pose
- sparse representation
- vision system
- dynamic model
- image reconstruction