Transformer Inertial Poser: Real-time Human Motion Reconstruction from Sparse IMUs with Simultaneous Terrain Generation.
Yifeng JiangYuting YeDeepak GopinathJungdam WonAlexander W. WinklerC. Karen LiuPublished in: SIGGRAPH Asia (2022)
Keyphrases
- human motion
- real time
- motion recognition
- markerless
- human body
- motion capture
- three dimensional
- real time rendering
- video sequences
- compressed sensing
- optical motion capture
- image sequences
- compressive sensing
- body parts
- motion sequences
- gait recognition
- human actions
- spatio temporal
- human movements
- sparse representation
- human motion tracking
- dynamical model
- human movement
- motion capture data
- high dimensional
- high resolution
- image reconstruction
- articulated motion
- human motion analysis
- dynamic model
- machine learning
- motion history images
- motion synthesis
- articulated body
- high dimensional data
- reconstruction method
- visual information
- humanoid robot