GaitFormer: Leveraging dual-stream spatial-temporal Vision Transformer via a single low-cost RGB camera for clinical gait analysis.
Jiabao LiZiyang WangChengjun WangWenhang SuPublished in: Knowl. Based Syst. (2024)
Keyphrases
- spatial temporal
- gait analysis
- real time
- vision system
- temporal information
- computer vision
- spatio temporal
- spatial and temporal
- human identification
- action recognition
- camera motion
- field of view
- surveillance system
- data streams
- video shots
- camera calibration
- structure from motion
- motion analysis
- human actions
- multiple cameras
- feature selection
- video sequences
- gait recognition
- machine learning