GaitForeMer: Self-supervised Pre-training of Transformers via Human Motion Forecasting for Few-Shot Gait Impairment Severity Estimation.
Mark EndoKathleen L. PostonEdith V. SullivanLi Fei-FeiKilian M. PohlEhsan Adeli-MosabbebPublished in: MICCAI (8) (2022)
Keyphrases
- human motion
- gait recognition
- motion capture
- video sequences
- gait analysis
- human movement
- human body
- optical motion capture
- body parts
- temporal segmentation
- image sequences
- human motion tracking
- human identification
- human movements
- motion sequences
- spatio temporal
- human motion analysis
- training set
- markerless
- motion recognition
- human actions
- motion synthesis
- motion capture data
- articulated motion
- video frames
- video shots
- dynamical model
- articulated body
- moving objects
- face recognition