Deep Learning for Computer Vision based Activity Recognition and Fall Detection of the Elderly: a Systematic Review.
F. Xavier Gaya-MoreyCristina Manresa-YeeJose Maria Buades RubioPublished in: CoRR (2024)
Keyphrases
- fall detection
- deep learning
- activities of daily living
- activity recognition
- systematic review
- detection algorithm
- empirical studies
- unsupervised learning
- fuzzy inference
- human activities
- machine learning
- multi camera
- indoor environments
- daily activities
- action recognition
- features extraction
- human computer interaction
- smart home
- vision system
- mental models
- computer vision
- multiscale
- assistive technology
- probabilistic model
- smart environments
- pattern recognition
- dimensionality reduction
- high dimensional
- data mining