Exploring Human Pose Estimation and the Usage of Synthetic Data for Elderly Fall Detection in Real-World Surveillance.
Sardor JuraevAkash GhimireJumabek AlikhanovVijay KakaniHakil KimPublished in: IEEE Access (2022)
Keyphrases
- synthetic data
- fall detection
- human pose estimation
- multi camera
- real world
- pose estimation
- detection algorithm
- data sets
- features extraction
- fuzzy inference
- gaussian processes
- multiple cameras
- body parts
- real image data
- indoor environments
- surveillance system
- motion detection
- depth images
- static images
- high quality
- human detection
- fuzzy rules
- spatio temporal
- multiscale
- machine learning