Deep-Learning-Based Markerless Pose Estimation Systems in Gait Analysis: DeepLabCut Custom Training and the Refinement Function.
Giulia PanconiStefano GrassoSara GuarducciLorenzo MucchiDiego MinciacchiRiccardo BraviPublished in: CoRR (2024)
Keyphrases
- markerless
- pose estimation
- gait analysis
- motion tracking
- augmented reality
- multiple cameras
- human body
- degrees of freedom
- computer vision
- d objects
- human motion
- particle filtering
- motion capture
- feature points
- body parts
- position and orientation
- multi camera
- training set
- machine learning
- range images
- viewpoint
- camera pose