A Deep Learning Approach for Recognizing Activity of Daily Living (ADL) for Senior Care: Exploiting Interaction Dependency and Temporal Patterns.
Hongyi ZhuSagar SamtaniRandall A. BrownHsinchun ChenPublished in: MIS Q. (2021)
Keyphrases
- daily living
- deep learning
- temporal patterns
- daily activities
- unsupervised learning
- temporal information
- pattern discovery
- machine learning
- user interaction
- human computer interaction
- temporal constraints
- weakly supervised
- mental models
- co occurrence
- human activities
- smart home
- video sequences
- computer vision
- log files
- expert systems
- object recognition